library(Rcpp)
library(tsne)
library(dplyr)
## 
## 載入套件:'dplyr'
## 下列物件被遮斷自 'package:stats':
## 
##     filter, lag
## 下列物件被遮斷自 'package:base':
## 
##     intersect, setdiff, setequal, union
library(stringr)
library(MASS)
## 
## 載入套件:'MASS'
## 下列物件被遮斷自 'package:dplyr':
## 
##     select
library(randomForest)
## randomForest 4.7-1.1
## Type rfNews() to see new features/changes/bug fixes.
## 
## 載入套件:'randomForest'
## 下列物件被遮斷自 'package:dplyr':
## 
##     combine
library(dplyr)
library(Rcpp)
library(caret)
## 載入需要的套件:ggplot2
## 
## 載入套件:'ggplot2'
## 下列物件被遮斷自 'package:randomForest':
## 
##     margin
## 載入需要的套件:lattice
library(ggplot2)
library(tidytext)
library(wordcloud2)
library(ggrepel)
library(ade4)
library(factoextra)
## Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBa
library(magrittr)
library("rpart")
library("rpart.plot")
library("rattle")
## 載入需要的套件:tibble
## 載入需要的套件:bitops
## Rattle: A free graphical interface for data science with R.
## Version 5.5.1 Copyright (c) 2006-2021 Togaware Pty Ltd.
## Type 'rattle()' to shake, rattle, and roll your data.
## 
## 載入套件:'rattle'
## 下列物件被遮斷自 'package:randomForest':
## 
##     importance
library(tidytext)
library(tidyr)
## 
## 載入套件:'tidyr'
## 下列物件被遮斷自 'package:magrittr':
## 
##     extract
library(stringr)
library(stm)
## stm v1.3.6 successfully loaded. See ?stm for help. 
##  Papers, resources, and other materials at structuraltopicmodel.com
## 
## 載入套件:'stm'
## 下列物件被遮斷自 'package:lattice':
## 
##     cloud
library(ggpubr)
#library(stsne)
library(dplyr)
library(tidyr)
library(stringr)
library(ggplot2)
library(corrplot)
## corrplot 0.92 loaded
#library(dummies)
library(broom)
library(mice)
## 
## 載入套件:'mice'
## 下列物件被遮斷自 'package:stats':
## 
##     filter
## 下列物件被遮斷自 'package:base':
## 
##     cbind, rbind
library(DataExplorer)
library(gridExtra)
## 
## 載入套件:'gridExtra'
## 下列物件被遮斷自 'package:randomForest':
## 
##     combine
## 下列物件被遮斷自 'package:dplyr':
## 
##     combine
library(caret)
library(RColorBrewer)
library(missForest)
library(caTools)
library(jtools)
library(randomForest)
library(e1071)
library(ROCR)
library(klaR)
library(tidyverse)
## ── Attaching packages
## ───────────────────────────────────────
## tidyverse 1.3.2 ──
## ✔ readr   2.1.3     ✔ forcats 0.5.2
## ✔ purrr   1.0.1     
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ gridExtra::combine() masks randomForest::combine(), dplyr::combine()
## ✖ tidyr::extract()     masks magrittr::extract()
## ✖ mice::filter()       masks dplyr::filter(), stats::filter()
## ✖ dplyr::lag()         masks stats::lag()
## ✖ purrr::lift()        masks caret::lift()
## ✖ ggplot2::margin()    masks randomForest::margin()
## ✖ MASS::select()       masks dplyr::select()
## ✖ purrr::set_names()   masks magrittr::set_names()
library(naniar)
library(VIM)
## 載入需要的套件:colorspace
## 載入需要的套件:grid
## VIM is ready to use.
## 
## Suggestions and bug-reports can be submitted at: https://github.com/statistikat/VIM/issues
## 
## 載入套件:'VIM'
## 
## 下列物件被遮斷自 'package:missForest':
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##     nrmse
## 
## 下列物件被遮斷自 'package:rattle':
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##     wine
## 
## 下列物件被遮斷自 'package:datasets':
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##     sleep
library(FactoMineR)
## 
## 載入套件:'FactoMineR'
## 
## 下列物件被遮斷自 'package:ade4':
## 
##     reconst
library(missMDA)
library(olsrr)
## 
## 載入套件:'olsrr'
## 
## 下列物件被遮斷自 'package:MASS':
## 
##     cement
## 
## 下列物件被遮斷自 'package:datasets':
## 
##     rivers
library(mltools)
## 
## 載入套件:'mltools'
## 
## 下列物件被遮斷自 'package:e1071':
## 
##     skewness
## 
## 下列物件被遮斷自 'package:tidyr':
## 
##     replace_na
library(data.table)
## 
## 載入套件:'data.table'
## 
## 下列物件被遮斷自 'package:purrr':
## 
##     transpose
## 
## 下列物件被遮斷自 'package:dplyr':
## 
##     between, first, last
library(xgboost)
## 
## 載入套件:'xgboost'
## 
## 下列物件被遮斷自 'package:rattle':
## 
##     xgboost
## 
## 下列物件被遮斷自 'package:dplyr':
## 
##     slice
library(readr)
library(stringr)
library(caret)
library(vegan)
## 載入需要的套件:permute
## Registered S3 methods overwritten by 'vegan':
##   method      from
##   plot.rda    klaR
##   predict.rda klaR
##   print.rda   klaR
## This is vegan 2.6-4
## 
## 載入套件:'vegan'
## 
## 下列物件被遮斷自 'package:klaR':
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##     rda
## 
## 下列物件被遮斷自 'package:caret':
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##     tolerance
require(foreign)
## 載入需要的套件:foreign
require(nnet)
## 載入需要的套件:nnet
require(reshape2)
## 載入需要的套件:reshape2
## 
## 載入套件:'reshape2'
## 
## 下列物件被遮斷自 'package:data.table':
## 
##     dcast, melt
## 
## 下列物件被遮斷自 'package:tidyr':
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##     smiths
require(lubridate)
## 載入需要的套件:lubridate
## 載入需要的套件:timechange
## 
## 載入套件:'lubridate'
## 
## 下列物件被遮斷自 'package:data.table':
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##     hour, isoweek, mday, minute, month, quarter, second, wday, week,
##     yday, year
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## 下列物件被遮斷自 'package:base':
## 
##     date, intersect, setdiff, union
library(reshape2)
library(topicmodels)
library(rgl)
library(plot3D)
library(plotly)
## 
## 載入套件:'plotly'
## 
## 下列物件被遮斷自 'package:xgboost':
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##     slice
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##     filter
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##     layout
library(compiler)
library(parallel)
library(Rtsne)
library(text2vec)
## 
## 載入套件:'text2vec'
## 
## 下列物件被遮斷自 'package:topicmodels':
## 
##     perplexity
PLOTER<- read.csv("C:\\Users\\user\\Desktop\\steam_clean_TRY.csv",header=TRUE,encoding = "UTF-8",sep = ",")

#PLOTER<- read.csv("C:\\Users\\user\\Desktop\\steam_clean.csv",header=TRUE,encoding = "UTF-8",sep = ",")


glimpse(PLOTER)
## Rows: 8,808
## Columns: 18
## $ appid            <int> 1227890, 1230410, 1230570, 1235140, 1236990, 1238080,…
## $ name             <chr> "Summer Memories", "Chaos", "Shotgun n  Zombies", "Ya…
## $ release_date     <chr> "2020-06-14", "2020-04-28", "2020-02-13", "2020-11-10…
## $ english          <int> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
## $ developer        <chr> "Dojin Otome", "Frinky", "Brandtner", "Ryu Ga Gotoku …
## $ publisher        <chr> "Kagura Games", "Frinky", "Brandtner", "SEGA", "Joey …
## $ platforms        <chr> "windows", "windows", "windows;linux", "windows", "wi…
## $ required_age     <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ categories       <chr> "Single-player;Steam Trading Cards;Steam Cloud", "Mul…
## $ genres           <chr> "Adventure;RPG", "Action;Casual;Free to Play;Indie", …
## $ steamspy_tags    <chr> "Sexual Content;Pixel Graphics;Anime", "Action;Indie;…
## $ achievements     <int> 0, 5, 0, 63, 0, 56, 0, 34, 0, 0, 13, 20, 52, 36, 13, …
## $ positive_ratings <int> 8805, 3227, 4, 17570, 2324, 2902, 5902, 17484, 17317,…
## $ negative_ratings <int> 628, 407, 4, 718, 182, 1780, 188, 355, 466, 113, 344,…
## $ average_playtime <int> 453, 0, 0, 3342, 29, 162, 2774, 421, 27, 0, 71, 9, 56…
## $ median_playtime  <int> 364, 0, 0, 2935, 25, 181, 1936, 358, 32, 0, 82, 9, 14…
## $ owners           <chr> "200000-500000", "200000-500000", "200000-500000", "2…
## $ price            <dbl> 318, 0, 45, 1690, 66, 539, 408, 238, 45, 399, 0, 0, 0…
#PLOTER<-str_replace_all(PLOTER,"[[:punct:]]" , "_")
#PLOTER<-str_replace_all(PLOTER,"[^[:alnum:]]" , "_")
#gsub("<U\\+[0-9A-F]{4}>",'',PLOTER$name)


#PLOTER$name <- gsub("<U\\+[0-9A-F]{4}>",'',PLOTER$name)
PLOTER$name <- str_replace_all(PLOTER$name,"[[:punct:]]" , "_")
PLOTER$name <- str_replace_all(PLOTER$name,"[^[:alnum:]]" , "_")


#cleandata <- c()
#for (i in 1:length(PLOTER$name)) {
#if (grepl('<e5>',PLOTER$name[i]) == FALSE ){
#  cleandata <- rbind(cleandata,PLOTER[i,])
#}
#}
#PLOTER <- PLOTER[!str_detect(PLOTER$name," " , negate = FALSE)]

PLOTER <- PLOTER[!duplicated(PLOTER$name), ]


PLOTER$developer <- str_replace_all(PLOTER$developer,"[[:punct:]]" , "_")
PLOTER$developer <- str_replace_all(PLOTER$developer,"[^[:alnum:]]" , "_")

PLOTER$publisher <- str_replace_all(PLOTER$publisher,"[[:punct:]]" , "")
PLOTER$publisher <- str_replace_all(PLOTER$publisher,"[^[:alnum:]]" , "")

PLOTER <- na.omit(PLOTER)


first_encod<- subset(PLOTER,select= -c(name,developer,publisher,appid))


#glimpse(first_encod)

encoding: first_encod$release_date

#ymd(first_encod$release_date[1])

int <- interval(ymd(first_encod$release_date), ymd("2022-12-10"))
age <- scale(int_length(int))
first_encod$release_date <- age[,1]


#glimpse(first_encod)

head(first_encod)

encoding:string to factor

first_encod\(genres first_encod\)owners first_encod\(steamspy_tags first_encod\)release_date first_encod$categories

#factorize <- function(dataframe){
#  for (i in 1:length(dataframe)) {
#    if (is.character(dataframe[,i])){
#      dataframe[i] <- as.factor(dataframe[,i])
#    }
#  }
#}


  for (i in 1:length(first_encod)) {
    if (is.character(first_encod[,i])){
      first_encod[i] <- as.factor(first_encod[,i])
    }
  }

#factorize(first_encod)
#glimpse(first_encod)

head(first_encod)

first_encod one-hot

first_encod_oh <- one_hot(as.data.table(first_encod))

c(length(levels(first_encod$genres))
,length(levels(first_encod$steamspy_tags    ))
,length(levels(first_encod$categories       )))
## [1]  823 5553 1823
#prcomp(first_encod_oh)

multi-value to single-value

#first_encod %>% 
#  mutate(steamspy_tags = str_replace_all(steamspy_tags, paste(Strategy, collapse = #"|", "$", sep = ""), "Companionship"))

separate_rows

separated_data <- first_encod %>%
  separate_rows(genres, sep = ";")%>%separate_rows(categories, sep = ";") %>%separate_rows(steamspy_tags, sep = ";")%>%separate_rows(platforms, sep = ";")%>%group_by(categories)%>%group_by(steamspy_tags)%>%group_by(genres) 


separated_data
#glimpse(separated_data)
head(separated_data)

separate_rows_2

#spread(first_encod, key=categories       , fill = NA, convert = FALSE)

separated_data <- first_encod %>%
  separate_rows(genres, sep = ";",convert = TRUE)%>%separate_rows(categories, sep = ";") %>%separate_rows(steamspy_tags, sep = ";",convert = TRUE)%>%separate_rows(platforms, sep = ";",convert = TRUE)%>%group_by(categories)%>%group_by(steamspy_tags)%>%group_by(genres) 

#head(glimpse(separated_data))

separate collapsed column to muitiple column:categories

#first_encod %>% separate(categories, c("categories1", "categories2","categories3","categories4","categories5","categories6","categories7","categories8","categories9","categories10","categories11","categories12","categories13","categories14","categories15","categories16","categories17","categories18"),sep = ";")

first_encod %>% separate(categories, c("categories1", "categories2","categories3","categories4","categories5","categories6","categories7","categories8","categories9","categories10","categories11","categories12","categories13","categories14","categories15","categories16"),sep = ";")
## Warning: Expected 16 pieces. Additional pieces discarded in 9 rows [451, 1244,
## 1326, 1419, 1808, 2693, 5149, 5851, 5947].
## Warning: Expected 16 pieces. Missing pieces filled with `NA` in 8700 rows [1, 2,
## 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, ...].
#first_encod %>%  separate(categories, c("A", "B"),sep = ";")




#separate(
#  first_encod,
#  col,
#  into,
#  sep = ";",
#  remove = TRUE,
#  convert = FALSE,
#  extra = "warn",
#  fill = "warn",
#)

separate collapsed column to muitiple column:platforms

first_encod %>%  separate(platforms, c("windows", "mac","linux"),sep = ";")
## Warning: Expected 3 pieces. Missing pieces filled with `NA` in 7175 rows [1, 2,
## 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, ...].

separate collapsed column to muitiple column:genres

first_encod %>% separate(genres, c("genres1", "genres2","genres3","genres4","genres5","genres6","genres7","genres8","genres9","genres10","genres11"),sep = ";")
## Warning: Expected 11 pieces. Additional pieces discarded in 2 rows [957, 6378].
## Warning: Expected 11 pieces. Missing pieces filled with `NA` in 8720 rows [1, 2,
## 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, ...].
#first_encod %>% separate(genres, c("genres1", "genres2","genres3","genres4","genres5","genres6","genres7","genres8","genres9","genres10","genres11","genres12","genres13","genres14"),sep = ";")
                                   
                                   #,"categories8","categories9","categories10","categories11","categories12","categories13","categories14","categories15","categories16","categories17","categories18"),sep = ";")

separate collapsed column to muitiple column:steamspy_tags

first_encod %>% separate(steamspy_tags, c("steamspy_tags1", "steamspy_tags2","steamspy_tags3"),sep = ";")
## Warning: Expected 3 pieces. Missing pieces filled with `NA` in 131 rows [293,
## 373, 544, 603, 825, 1500, 1570, 1645, 1655, 1751, 1764, 2516, 2535, 2608, 2653,
## 2704, 3110, 3341, 3360, 3400, ...].

separate collapsed column to muitiple column:all

second_encod<- first_encod %>% separate(steamspy_tags, c("steamspy_tags1", "steamspy_tags2","steamspy_tags3"),sep = ";")%>% separate(categories, c("categories1", "categories2","categories3","categories4","categories5","categories6","categories7","categories8","categories9","categories10","categories11","categories12","categories13","categories14","categories15","categories16"),sep = ";")%>% separate(genres, c("genres1", "genres2","genres3","genres4","genres5","genres6","genres7","genres8","genres9","genres10","genres11"),sep = ";")%>%  separate(platforms, c("windows", "mac","linux"),sep = ";")
## Warning: Expected 3 pieces. Missing pieces filled with `NA` in 131 rows [293,
## 373, 544, 603, 825, 1500, 1570, 1645, 1655, 1751, 1764, 2516, 2535, 2608, 2653,
## 2704, 3110, 3341, 3360, 3400, ...].
## Warning: Expected 16 pieces. Additional pieces discarded in 9 rows [451, 1244,
## 1326, 1419, 1808, 2693, 5149, 5851, 5947].
## Warning: Expected 16 pieces. Missing pieces filled with `NA` in 8700 rows [1, 2,
## 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, ...].
## Warning: Expected 11 pieces. Additional pieces discarded in 2 rows [957, 6378].
## Warning: Expected 11 pieces. Missing pieces filled with `NA` in 8720 rows [1, 2,
## 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, ...].
## Warning: Expected 3 pieces. Missing pieces filled with `NA` in 7175 rows [1, 2,
## 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, ...].
second_encod <- second_encod %>% mutate_if(is.character, ~replace(., is.na(.), 0))


head(second_encod)
#glimpse(second_encod)

chr as factor

tofactor<- function(df){
  for (i in 1:length(df)) {
    if (is.character(df[,i])){
      df[,i] <- as.factor(df[,i])
    }
    
  }
  return(df)
}

#is.character(second_encod[,3])


third_encod<- tofactor(second_encod)


third_encod[is.na(third_encod)] <- 0



rownames(third_encod) <- PLOTER$name

glimpse(third_encod)
## Rows: 8,723
## Columns: 43
## $ release_date     <dbl> -0.7723930, -0.7332520, -0.6707928, -0.8964785, -0.66…
## $ english          <int> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
## $ windows          <fct> windows, windows, windows, windows, windows, windows,…
## $ mac              <fct> 0, 0, linux, 0, mac, 0, 0, mac, 0, mac, mac, 0, mac, …
## $ linux            <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, linux, 0, 0, 0, linux, 0, …
## $ required_age     <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ categories1      <fct> Single-player, Multi-player, Single-player, Single-pl…
## $ categories2      <fct> Steam Trading Cards, PvP, Multi-player, Steam Achieve…
## $ categories3      <fct> Steam Cloud, Online PvP, Co-op, Full controller suppo…
## $ categories4      <fct> 0, Partial Controller Support, Online Co-op, 0, 0, On…
## $ categories5      <fct> 0, Steam Cloud, 0, 0, 0, Co-op, Steam Workshop, Remot…
## $ categories6      <fct> 0, 0, 0, 0, 0, Online Co-op, Steam Cloud, 0, 0, 0, 0,…
## $ categories7      <fct> 0, 0, 0, 0, 0, Steam Achievements, Includes level edi…
## $ categories8      <fct> 0, 0, 0, 0, 0, Full controller support, Remote Play T…
## $ categories9      <fct> 0, 0, 0, 0, 0, Steam Trading Cards, 0, 0, 0, 0, 0, 0,…
## $ categories10     <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ categories11     <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ categories12     <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ categories13     <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ categories14     <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ categories15     <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ categories16     <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ genres1          <fct> Adventure, Action, Action, Action, Action, Action, Ac…
## $ genres2          <fct> RPG, Casual, Indie, Adventure, Adventure, Adventure, …
## $ genres3          <fct> 0, Free to Play, 0, RPG, Casual, Racing, Simulation, …
## $ genres4          <fct> 0, Indie, 0, 0, Indie, 0, Strategy, 0, 0, 0, 0, 0, 0,…
## $ genres5          <fct> 0, 0, 0, 0, Strategy, 0, Early Access, 0, 0, 0, 0, 0,…
## $ genres6          <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ genres7          <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ genres8          <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ genres9          <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ genres10         <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ genres11         <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ steamspy_tags1   <fct> Sexual Content, Action, Zombies, RPG, Action, Racing,…
## $ steamspy_tags2   <fct> Pixel Graphics, Indie, Blood, Adventure, Adventure, A…
## $ steamspy_tags3   <fct> Anime, Free to Play, Gore, Action, Horror, Adventure,…
## $ achievements     <int> 0, 5, 0, 63, 0, 56, 0, 34, 0, 0, 13, 20, 52, 36, 13, …
## $ positive_ratings <int> 8805, 3227, 4, 17570, 2324, 2902, 5902, 17484, 17317,…
## $ negative_ratings <int> 628, 407, 4, 718, 182, 1780, 188, 355, 466, 113, 344,…
## $ average_playtime <int> 453, 0, 0, 3342, 29, 162, 2774, 421, 27, 0, 71, 9, 56…
## $ median_playtime  <int> 364, 0, 0, 2935, 25, 181, 1936, 358, 32, 0, 82, 9, 14…
## $ owners           <fct> 200000-500000, 200000-500000, 200000-500000, 200000-5…
## $ price            <dbl> 318, 0, 45, 1690, 66, 539, 408, 238, 45, 399, 0, 0, 0…
#write.csv(third_encod,"C:\\Users\\user\\Desktop\\third_encod.csv", row.names = FALSE)
third_encod$required_age[ third_encod$required_age>0 ] <- 1

third_encod$required_age <- as.factor(third_encod$required_age)
table(third_encod$required_age)
## 
##    0    1 
## 8617  106

one_hot

third_encod_oh <- one_hot(as.data.table(third_encod))
#glimpse(third_encod_oh)

#fivepointcut

fivepointcut<- function(df){
  
   k<- summary(df)
  for (i in 1:length(df)) {
    if (df[i] > k[5]  ) {
      df[i] <- 4 
    }else if(df[i] > k[3]){
      df[i] <- 3 
    }else if(df[i] > (k[2])){
      df[i] <- 2
    }else{
      df[i] <- 1
    }
  }
   return(df)
}




negative_ratings_encod <- fivepointcut(third_encod$negative_ratings)
price_encod <- fivepointcut(third_encod$price)
achievements_encod <- fivepointcut(third_encod$achievements)
median_playtime_encod <- fivepointcut(third_encod$median_playtime)
average_playtime_encod <- fivepointcut(third_encod$average_playtime)
positive_ratings_encod <- fivepointcut(third_encod$positive_ratings)



summary(positive_ratings_encod)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.000   1.500   2.000   2.499   3.500   4.000
table(achievements_encod)
## achievements_encod
##    1    2    3    4 
## 3153 1233 2216 2121
"price_encod_cap <- fivepointcut(third_encod$price)
achievements_encod_cap <- fivepointcut(third_encod$achievements)
required_age_encod_cap <- fivepointcut(third_encod$required_age)
median_playtime_encod_cap <- fivepointcut(third_encod$median_playtime)
average_playtime_encod_cap <- fivepointcut(third_encod$average_playtime)
positive_ratings_encod_cap <- fivepointcut(third_encod$positive_ratings)"
## [1] "price_encod_cap <- fivepointcut(third_encod$price)\nachievements_encod_cap <- fivepointcut(third_encod$achievements)\nrequired_age_encod_cap <- fivepointcut(third_encod$required_age)\nmedian_playtime_encod_cap <- fivepointcut(third_encod$median_playtime)\naverage_playtime_encod_cap <- fivepointcut(third_encod$average_playtime)\npositive_ratings_encod_cap <- fivepointcut(third_encod$positive_ratings)"
negative_ratings_encod_cap <- third_encod$negative_ratings
qnt <- quantile(negative_ratings_encod_cap, probs=c(.25, .75), na.rm = T)
caps <- quantile(negative_ratings_encod_cap, probs=c(.05, .95), na.rm = T)
H <- 1.5 * IQR(negative_ratings_encod_cap, na.rm = T)
negative_ratings_encod_cap[negative_ratings_encod_cap < (qnt[1] - H)] <- caps[1]
negative_ratings_encod_cap[negative_ratings_encod_cap > (qnt[2] + H)] <- caps[2]



price_encod_cap <- third_encod$price
qnt <- quantile(price_encod_cap, probs=c(.25, .75), na.rm = T)
caps <- quantile(price_encod_cap, probs=c(.05, .95), na.rm = T)
H <- 1.5 * IQR(price_encod_cap, na.rm = T)
price_encod_cap[price_encod_cap < (qnt[1] - H)] <- caps[1]
price_encod_cap[price_encod_cap > (qnt[2] + H)] <- caps[2]


achievements_encod_cap <- third_encod$achievements
qnt <- quantile(achievements_encod_cap, probs=c(.25, .75), na.rm = T)
caps <- quantile(achievements_encod_cap, probs=c(.05, .95), na.rm = T)
H <- 1.5 * IQR(achievements_encod_cap, na.rm = T)
achievements_encod_cap[achievements_encod_cap < (qnt[1] - H)] <- caps[1]
achievements_encod_cap[achievements_encod_cap > (qnt[2] + H)] <- caps[2]



median_playtime_encod_cap <- third_encod$median_playtime
qnt <- quantile(median_playtime_encod_cap, probs=c(.25, .75), na.rm = T)
caps <- quantile(median_playtime_encod_cap, probs=c(.02, .99), na.rm = T)
#H <- 1 * IQR(median_playtime_encod_cap, na.rm = T)
#median_playtime_encod_cap[median_playtime_encod_cap < (qnt[1] - H)] <- caps[1]
median_playtime_encod_cap[median_playtime_encod_cap >  caps[2]] <- caps[2]


average_playtime_encod_cap <- third_encod$average_playtime
qnt <- quantile(average_playtime_encod_cap, probs=c(.25, .75), na.rm = T)
caps <- quantile(average_playtime_encod_cap, probs=c(.02, .99), na.rm = T)
#H <- 1.5 * IQR(average_playtime_encod_cap, na.rm = T)
#average_playtime_encod_cap[average_playtime_encod_cap < (qnt[1] - H)] <- caps[1]
average_playtime_encod_cap[average_playtime_encod_cap > caps[2]] <- caps[2]

positive_ratings_encod_cap <- third_encod$positive_ratings
qnt <- quantile(positive_ratings_encod_cap, probs=c(.25, .75), na.rm = T)
caps <- quantile(positive_ratings_encod_cap, probs=c(.05, .95), na.rm = T)
H <- 1.5 * IQR(positive_ratings_encod_cap, na.rm = T)
positive_ratings_encod_cap[positive_ratings_encod_cap < (qnt[1] - H)] <- caps[1]
positive_ratings_encod_cap[positive_ratings_encod_cap > (qnt[2] + H)] <- caps[2]



positive_ratings_encod_cap/sd(positive_ratings_encod_cap)
##    [1] 3.436073317 3.436073317 0.004298047 3.436073317 3.436073317 3.436073317
##    [7] 3.436073317 3.436073317 3.436073317 0.768275821 0.780095449 0.962762428
##   [13] 3.436073317 3.436073317 1.921226809 3.436073317 0.000000000 2.101744765
##   [19] 3.436073317 3.436073317 3.436073317 3.436073317 3.436073317 3.436073317
##   [25] 3.436073317 1.108896011 3.436073317 0.523287168 2.202748859 0.391122236
##   [31] 3.436073317 3.436073317 3.436073317 0.008596093 2.143650718 3.436073317
##   [37] 3.436073317 3.436073317 3.436073317 0.011819628 0.871428939 3.436073317
##   [43] 1.273296291 1.374300385 0.003223535 3.436073317 0.004298047 3.436073317
##   [49] 3.436073317 0.011819628 3.436073317 3.436073317 3.436073317 3.436073317
##   [55] 0.002149023 2.214568487 3.436073317 1.500018247 3.436073317 3.436073317
##   [61] 3.436073317 0.002149023 3.436073317 3.436073317 3.436073317 3.436073317
##   [67] 1.908332670 3.436073317 3.436073317 0.131090420 3.436073317 3.436073317
##   [73] 3.436073317 0.011819628 3.436073317 0.006447070 3.436073317 3.436073317
##   [79] 2.122160486 3.436073317 3.436073317 3.436073317 0.001074512 0.045129489
##   [85] 0.001074512 3.436073317 0.001074512 3.436073317 3.436073317 0.008596093
##   [91] 3.436073317 3.436073317 3.436073317 0.037607907 3.436073317 3.436073317
##   [97] 0.001074512 3.436073317 0.025788279 0.000000000 3.436073317 0.004298047
##  [103] 0.013968651 0.010745116 0.852087729 1.489273131 0.154729676 0.522212656
##  [109] 0.121419815 0.085960931 0.606024564 2.133980114 3.436073317 0.644706983
##  [115] 3.436073317 1.119641127 3.436073317 3.436073317 1.729963738 2.099595741
##  [121] 0.316980933 0.788691543 1.001444847 0.281522049 0.319129957 1.310904199
##  [127] 0.594204936 0.453443911 3.436073317 0.538330331 1.213123640 2.172662533
##  [133] 0.560895075 0.212753304 1.105672476 2.250027371 1.272221780 1.555892852
##  [139] 1.992144577 0.459890981 0.387898701 1.489273131 3.436073317 2.283337231
##  [145] 3.436073317 0.853162241 0.539404842 0.409388934 2.099595741 0.586683355
##  [151] 0.700581588 0.258957305 2.136129137 0.816628845 0.792989589 0.157953211
##  [157] 3.436073317 1.599947829 3.436073317 0.682314890 0.036533396 2.017932857
##  [163] 1.814850157 0.192337583 0.582385308 0.478157679 1.809477599 3.436073317
##  [169] 1.152950988 0.846715171 0.928378056 0.723146333 1.122864662 0.303012282
##  [175] 0.535106796 0.438400748 0.246063165 0.186965025 1.756826529 0.189114048
##  [181] 1.192707919 0.195561118 1.206676570 1.379672944 1.726740203 1.336692478
##  [187] 2.341360860 1.178739267 1.253955082 1.003593870 0.726369868 0.266478886
##  [193] 3.436073317 0.682314890 3.436073317 0.341694701 1.541924201 1.888991460
##  [199] 2.221015556 1.014338987 0.544777401 0.508244005 1.090629313 0.123568838
##  [205] 1.789061878 1.319500292 1.881469879 0.667271727 1.213123640 1.345288571
##  [211] 2.124309509 1.380747455 1.719218621 0.640408936 2.374670721 0.340620189
##  [217] 3.436073317 1.487124107 1.987846531 3.436073317 0.417985027 3.436073317
##  [223] 3.436073317 0.666197216 0.998221312 0.399718329 0.990699731 1.083107731
##  [229] 3.436073317 2.275815650 3.436073317 3.436073317 1.859979646 3.436073317
##  [235] 0.755381682 0.319129957 3.436073317 3.436073317 1.536551643 3.436073317
##  [241] 1.335617966 1.208825593 1.420504386 3.436073317 0.748934612 0.989625219
##  [247] 3.436073317 0.294416189 3.436073317 2.116787928 0.774722891 1.508614340
##  [253] 0.672644286 3.436073317 0.379302608 0.921930986 1.697728389 3.436073317
##  [259] 2.165140951 0.153655164 1.539775178 0.480306702 2.028677973 3.436073317
##  [265] 0.933750614 3.436073317 3.436073317 3.436073317 0.585608843 3.436073317
##  [271] 3.436073317 2.333839278 1.942717042 2.287635278 1.956685693 3.436073317
##  [277] 0.443773307 1.636481225 3.436073317 1.214198151 1.169068663 0.247137677
##  [283] 0.219200374 1.356033688 1.392567083 1.714920575 1.731038249 3.436073317
##  [289] 0.463114516 0.135388466 3.436073317 0.446996842 0.299788747 0.950942800
##  [295] 0.846715171 0.332024096 3.436073317 3.436073317 0.355663352 0.536181308
##  [301] 0.450220376 0.667271727 0.396494795 1.737485319 1.018637033 0.925154521
##  [307] 1.829893320 1.575234062 0.312682887 3.436073317 0.740338519 2.187705696
##  [313] 0.911185869 1.475304479 0.612471634 0.231020002 0.053725582 1.612841969
##  [319] 0.681240379 3.436073317 0.277224003 0.495349865 1.069139080 3.436073317
##  [325] 1.346363083 1.371076851 1.187335360 0.208455258 0.642557960 1.160472569
##  [331] 0.289043631 0.440549772 1.039052754 1.294786524 3.436073317 1.277594338
##  [337] 1.510763364 3.436073317 3.436073317 1.577383085 0.297639724 2.290858813
##  [343] 0.405090888 0.203082700 0.178368932 0.301937770 1.625736109 1.539775178
##  [349] 3.436073317 2.348882441 2.276890162 3.436073317 3.436073317 1.745006901
##  [355] 0.351365306 3.436073317 3.436073317 0.748934612 3.436073317 1.410833781
##  [361] 0.886472102 0.320204468 0.960613405 3.436073317 0.628589308 0.482455726
##  [367] 0.536181308 1.659045970 3.436073317 1.711697040 2.007187740 1.147578430
##  [373] 0.375004562 0.207380746 0.507169493 0.583459820 0.564118610 1.022935080
##  [379] 0.939123172 3.436073317 1.370002339 3.436073317 1.053021406 0.581310796
##  [385] 0.550149959 3.436073317 0.289043631 1.912630716 2.162991928 3.436073317
##  [391] 3.436073317 0.315906422 3.436073317 1.280817873 3.436073317 0.744636565
##  [397] 0.337396654 0.192337583 0.184816002 1.616065504 2.190929231 3.436073317
##  [403] 1.012189963 1.205602058 0.221349397 0.355663352 0.258957305 0.193412095
##  [409] 0.577012750 1.261476663 3.436073317 0.164400281 1.691281319 2.267219557
##  [415] 0.675867821 3.436073317 0.046204000 0.226721956 0.992848754 1.784763831
##  [421] 0.705954146 3.436073317 0.963836940 3.436073317 1.843861971 0.650079541
##  [427] 0.308384840 0.355663352 0.380377120 3.436073317 3.436073317 0.382526143
##  [433] 1.233539361 3.436073317 0.752158147 1.958834717 0.128941397 0.337396654
##  [439] 1.480677038 1.670865598 0.134313955 3.436073317 3.436073317 3.436073317
##  [445] 1.490347642 3.436073317 3.436073317 0.647930518 3.436073317 2.360702069
##  [451] 0.828448473 3.436073317 1.564488945 0.847789683 0.753232658 1.277594338
##  [457] 0.293341677 0.835970055 0.122494327 2.352105976 3.436073317 3.436073317
##  [463] 2.038348578 2.250027371 1.853532576 0.224572932 1.075586150 1.130386244
##  [469] 3.436073317 1.753602994 1.022935080 0.601726517 1.593500760 0.494275354
##  [475] 1.370002339 0.586683355 3.436073317 3.436073317 3.436073317 0.080588373
##  [481] 3.436073317 3.436073317 3.436073317 3.436073317 1.530104573 3.436073317
##  [487] 0.033309861 3.436073317 2.355329511 0.522212656 0.267553398 0.945570242
##  [493] 1.666567551 1.439845595 1.797657971 3.436073317 0.607099076 2.285486255
##  [499] 0.450220376 0.563044098 2.120011462 3.436073317 3.436073317 0.910111358
##  [505] 0.653303076 1.183037314 1.199154988 3.436073317 0.023639256 0.074141303
##  [511] 0.395420283 0.594204936 3.436073317 0.697358053 3.436073317 3.436073317
##  [517] 1.015413498 3.436073317 1.929822902 1.749304947 1.074511638 1.644002807
##  [523] 1.076660662 3.436073317 3.436073317 0.436251725 0.441624283 0.246063165
##  [529] 3.436073317 0.116047257 3.436073317 1.222794244 0.156878699 3.436073317
##  [535] 0.453443911 1.777242250 2.026528950 2.086701602 1.601022341 0.088109954
##  [541] 1.508614340 3.436073317 1.805179552 0.208455258 0.154729676 1.085256755
##  [547] 0.426581120 0.078439350 3.436073317 1.272221780 0.740338519 3.436073317
##  [553] 3.436073317 1.160472569 0.244988654 3.436073317 0.469561586 0.126792373
##  [559] 3.436073317 0.327726050 0.110674699 3.436073317 0.653303076 0.107451164
##  [565] 0.284745584 3.436073317 1.997517136 1.197005965 0.877876009 1.298010059
##  [571] 0.647930518 0.739264007 1.502167270 0.657601123 1.423727921 0.269702421
##  [577] 3.436073317 0.330949585 1.321649315 3.436073317 0.889695637 0.955240846
##  [583] 0.095631536 0.889695637 0.122494327 3.436073317 0.178368932 1.459186805
##  [589] 0.437326237 0.484604749 0.107451164 1.953462159 3.436073317 3.436073317
##  [595] 0.239616095 0.107451164 3.436073317 2.209195928 0.754307170 1.098150894
##  [601] 1.904034623 0.944495730 0.067694233 3.436073317 2.341360860 0.496424377
##  [607] 2.389713884 0.250361212 0.756456193 3.436073317 1.175515732 0.048353024
##  [613] 0.146133583 0.494275354 1.416206339 1.198080477 0.085960931 3.436073317
##  [619] 0.165474792 3.436073317 0.268627910 0.514691075 0.082737396 3.436073317
##  [625] 1.378598432 2.369298163 0.087035443 0.375004562 3.436073317 0.186965025
##  [631] 3.436073317 3.436073317 2.061987834 0.340620189 3.436073317 0.375004562
##  [637] 3.436073317 0.368557492 3.436073317 1.947015089 0.104227629 3.436073317
##  [643] 1.367853316 1.034754708 3.436073317 3.436073317 0.096706047 0.239616095
##  [649] 1.585979178 0.222423909 0.055874605 1.308755176 3.436073317 3.436073317
##  [655] 3.436073317 3.436073317 3.436073317 3.436073317 0.037607907 0.075215815
##  [661] 0.445922330 1.683759737 0.131090420 1.062692010 0.047278512 1.775093227
##  [667] 1.525806526 0.357812376 0.190188560 2.234984208 3.436073317 3.436073317
##  [673] 3.436073317 0.022564744 3.436073317 0.089184466 0.089184466 3.436073317
##  [679] 1.667642063 1.351735641 1.135758802 3.436073317 0.570565680 0.829522985
##  [685] 0.209529769 1.531179085 0.762903263 1.135758802 1.479602526 0.737114984
##  [691] 3.436073317 0.237467072 0.042980466 0.752158147 3.436073317 0.062321675
##  [697] 3.436073317 0.815554334 3.436073317 0.462040004 1.622512574 1.190558895
##  [703] 1.678387179 3.436073317 1.622512574 0.417985027 3.436073317 1.351735641
##  [709] 0.685538425 3.436073317 3.436073317 0.795138612 1.875022809 1.969579833
##  [715] 3.436073317 1.189484384 0.889695637 3.436073317 1.875022809 0.991774242
##  [721] 1.482826061 0.514691075 2.252176394 0.170847350 1.596724295 1.250731547
##  [727] 3.436073317 0.004298047 0.962762428 3.436073317 3.436073317 3.436073317
##  [733] 3.436073317 3.436073317 0.743562054 3.436073317 3.436073317 2.378968767
##  [739] 0.326651538 3.436073317 2.243580301 3.436073317 3.436073317 3.436073317
##  [745] 1.160472569 0.009670605 0.003223535 0.466338051 1.900811088 1.621438062
##  [751] 1.047648847 1.428025967 0.990699731 1.484975084 0.864981869 3.436073317
##  [757] 3.436073317 1.012189963 3.436073317 0.534032284 1.046574336 1.955611182
##  [763] 3.436073317 1.446292665 3.436073317 2.159768393 1.075586150 2.098521230
##  [769] 2.121085974 0.027937303 3.436073317 2.200599835 3.436073317 0.835970055
##  [775] 0.313757398 2.141501695 3.436073317 3.436073317 0.337396654 1.090629313
##  [781] 0.008596093 1.446292665 1.606394899 3.436073317 3.436073317 1.825595274
##  [787] 3.436073317 3.436073317 1.406535735 3.436073317 0.816628845 3.436073317
##  [793] 3.436073317 3.436073317 0.002149023 3.436073317 0.093482513 1.873948297
##  [799] 3.436073317 0.619993215 3.436073317 3.436073317 3.436073317 3.436073317
##  [805] 3.436073317 0.015043163 0.800511171 3.436073317 0.983178149 3.436073317
##  [811] 3.436073317 2.219941045 1.073437127 3.436073317 3.436073317 0.549075447
##  [817] 2.038348578 3.436073317 3.436073317 0.480306702 3.436073317 3.436073317
##  [823] 3.436073317 0.466338051 0.000000000 3.436073317 0.772573868 3.436073317
##  [829] 1.148652941 3.436073317 3.436073317 0.338471166 3.436073317 3.436073317
##  [835] 3.436073317 1.016488010 0.052651070 3.436073317 1.127162709 3.436073317
##  [841] 2.169438998 3.436073317 1.641853783 3.436073317 3.436073317 3.436073317
##  [847] 3.436073317 1.745006901 1.813775646 1.371076851 3.436073317 0.254659258
##  [853] 3.436073317 3.436073317 2.146874253 2.024379927 0.613546145 3.436073317
##  [859] 3.436073317 3.436073317 1.678387179 3.436073317 3.436073317 0.212753304
##  [865] 3.436073317 3.436073317 1.806254064 0.385749678 2.228537138 3.436073317
##  [871] 3.436073317 0.594204936 3.436073317 3.436073317 3.436073317 3.436073317
##  [877] 0.293341677 2.037274066 1.392567083 3.436073317 3.436073317 3.436073317
##  [883] 2.386490349 0.936974149 3.436073317 3.436073317 0.977805591 3.436073317
##  [889] 3.436073317 1.447367177 1.931971926 3.436073317 1.659045970 0.870354427
##  [895] 0.622142239 1.475304479 1.347437594 1.091703825 3.436073317 3.436073317
##  [901] 3.436073317 3.436073317 3.436073317 1.055170429 3.436073317 3.436073317
##  [907] 3.436073317 3.436073317 0.586683355 0.161176746 3.436073317 0.323428003
##  [913] 0.263255351 3.436073317 3.436073317 3.436073317 3.436073317 1.930897414
##  [919] 1.347437594 3.436073317 3.436073317 3.436073317 3.436073317 2.338137325
##  [925] 1.863203181 3.436073317 3.436073317 1.057319452 1.644002807 3.436073317
##  [931] 1.351735641 3.436073317 3.436073317 1.175515732 3.436073317 2.040497601
##  [937] 3.436073317 1.724591180 3.436073317 1.882544390 3.436073317 0.989625219
##  [943] 3.436073317 3.436073317 3.436073317 3.436073317 3.436073317 0.742487542
##  [949] 0.601726517 3.436073317 3.436073317 1.616065504 1.818073692 3.436073317
##  [955] 3.436073317 3.436073317 1.430174991 3.436073317 3.436073317 3.436073317
##  [961] 3.436073317 3.436073317 0.820926892 3.436073317 3.436073317 1.495720201
##  [967] 1.839563925 3.436073317 3.436073317 3.436073317 0.000000000 3.436073317
##  [973] 3.436073317 3.436073317 3.436073317 3.436073317 3.436073317 1.508614340
##  [979] 3.436073317 0.276149491 1.915854251 0.643632471 3.436073317 0.006447070
##  [985] 1.191633407 0.036533396 1.174441221 2.142576207 0.051576559 3.436073317
##  [991] 3.436073317 0.229945491 0.001074512 3.436073317 3.436073317 3.436073317
##  [997] 3.436073317 0.005372558 1.340990525 0.758605217 3.436073317 3.436073317
## [1003] 3.436073317 3.436073317 0.002149023 3.436073317 3.436073317 0.002149023
## [1009] 3.436073317 1.275445315 0.996072289 1.206676570 1.161547081 1.745006901
## [1015] 0.003223535 0.004298047 3.436073317 3.436073317 0.516840098 0.003223535
## [1021] 3.436073317 0.020415721 3.436073317 0.026862791 3.436073317 2.117862439
## [1027] 0.023639256 0.967060475 0.030086326 1.981399461 3.436073317 3.436073317
## [1033] 3.436073317 3.436073317 3.436073317 3.436073317 3.436073317 0.011819628
## [1039] 3.436073317 3.436073317 3.436073317 3.436073317 3.436073317 3.436073317
## [1045] 1.291562989 3.436073317 0.011819628 0.047278512 3.436073317 0.006447070
## [1051] 0.005372558 0.021490233 3.436073317 0.006447070 0.024713768 0.011819628
## [1057] 0.181592467 1.272221780 3.436073317 0.017192186 3.436073317 0.001074512
## [1063] 0.000000000 3.436073317 3.436073317 3.436073317 0.002149023 1.445218154
## [1069] 1.322723827 2.160842905 1.426951456 0.531883261 0.349216282 0.961687916
## [1075] 1.573085039 0.893993683 0.851013218 0.221349397 0.354588841 0.263255351
## [1081] 0.443773307 0.308384840 0.763977775 0.676942332 0.601726517 0.816628845
## [1087] 0.834895543 1.280817873 1.811626622 1.599947829 0.730667914 0.154729676
## [1093] 0.615695169 0.472785121 0.353514329 1.253955082 0.493200842 2.207046905
## [1099] 0.321278980 0.361035910 0.397569306 3.436073317 0.439475260 0.552298982
## [1105] 0.137537490 0.170847350 0.843491636 1.623587086 0.580236285 0.328800561
## [1111] 0.641483448 0.280447538 0.557671540 0.282596561 0.336322143 0.747860100
## [1117] 1.071288103 1.109970522 0.880025032 0.320204468 0.654377588 0.517914610
## [1123] 0.963836940 0.629663820 0.710252193 0.709177681 0.284745584 3.436073317
## [1129] 0.539404842 0.486753772 0.036533396 1.581681132 1.047648847 1.347437594
## [1135] 0.476008656 0.646856006 0.048353024 0.478157679 0.342769213 0.575938238
## [1141] 0.203082700 0.738189496 1.295861036 0.095631536 0.396494795 0.183741490
## [1147] 0.776871915 0.848864194 1.778316761 1.316276757 1.059468475 1.327021873
## [1153] 0.768275821 0.178368932 0.766126798 0.442698795 2.217792022 0.725295356
## [1159] 1.007891917 1.690206807 1.011115452 0.767201310 0.478157679 0.762903263
## [1165] 2.186631184 3.436073317 0.615695169 2.219941045 3.436073317 3.436073317
## [1171] 3.436073317 0.381451632 1.508614340 1.870724762 0.835970055 0.755381682
## [1177] 0.522212656 3.436073317 0.810181775 0.925154521 3.436073317 1.175515732
## [1183] 3.436073317 1.425876944 0.449145865 0.244988654 1.399014153 0.567342145
## [1189] 1.378598432 0.523287168 1.251806059 0.809107264 1.590277225 3.436073317
## [1195] 0.824150427 1.632183179 1.257178617 3.436073317 0.402941864 0.765052287
## [1201] 0.163325769 1.507539829 0.863907357 2.196301789 0.581310796 3.436073317
## [1207] 1.013264475 3.436073317 0.398643818 0.393271260 3.436073317 2.092074160
## [1213] 0.529734238 2.020081880 0.624291262 2.229611650 3.436073317 1.785838343
## [1219] 1.638630248 1.156174523 0.540479354 0.538330331 3.436073317 0.595279448
## [1225] 0.329875073 0.701656100 0.777946426 1.296935547 1.371076851 0.254659258
## [1231] 1.347437594 0.186965025 3.436073317 0.993923265 3.436073317 0.741413030
## [1237] 0.557671540 0.274000468 3.436073317 0.757530705 1.843861971 0.160102234
## [1243] 3.436073317 1.332394432 1.646151830 1.826669785 3.436073317 0.381451632
## [1249] 1.216347175 0.822001403 2.233909696 1.180888291 0.176219909 0.147208094
## [1255] 0.139686513 0.215976839 1.404386711 1.798732483 0.215976839 0.149357118
## [1261] 0.097780559 1.469931921 3.436073317 0.522212656 0.554448005 1.546222248
## [1267] 0.153655164 0.873577962 0.291192654 0.678016844 3.436073317 0.943421218
## [1273] 0.513616563 0.235318049 0.759679728 0.612471634 1.426951456 1.263625687
## [1279] 1.462410340 0.427655632 1.296935547 1.028307638 0.286894607 1.106746987
## [1285] 1.044425312 3.436073317 0.446996842 0.319129957 0.155804188 1.017562522
## [1291] 3.436073317 0.960613405 1.318425780 0.260031816 0.631812843 3.436073317
## [1297] 1.148652941 2.160842905 1.936269972 1.100299918 0.757530705 0.244988654
## [1303] 0.539404842 3.436073317 1.187335360 0.251435723 3.436073317 1.741783366
## [1309] 3.436073317 1.436622060 3.436073317 0.258957305 1.082033220 0.781169961
## [1315] 1.497869224 0.194486607 0.743562054 1.870724762 3.436073317 0.654377588
## [1321] 0.651154053 3.436073317 1.865352204 1.400088665 3.436073317 0.395420283
## [1327] 1.606394899 0.363184934 3.436073317 0.295490701 0.866056381 0.421208562
## [1333] 0.969209498 1.905109135 1.714920575 3.436073317 0.855311264 0.691985495
## [1339] 0.121419815 0.800511171 0.892919171 0.268627910 0.912260381 0.058023628
## [1345] 0.160102234 3.436073317 1.493571177 0.342769213 1.849234530 3.436073317
## [1351] 0.876801497 2.357478535 3.436073317 0.280447538 0.416910516 0.536181308
## [1357] 3.436073317 0.551224470 0.670495262 0.588832378 0.421208562 0.074141303
## [1363] 0.202008188 0.433028190 0.581310796 0.297639724 2.219941045 2.348882441
## [1369] 3.436073317 1.028307638 0.442698795 2.045870159 2.014709322 0.421208562
## [1375] 3.436073317 0.715624751 0.705954146 3.436073317 0.724220844 0.482455726
## [1381] 1.734261784 0.681240379 0.152580653 1.630034155 3.436073317 0.595279448
## [1387] 0.658675634 3.436073317 1.956685693 0.322353492 0.249286700 0.305161305
## [1393] 0.116047257 0.355663352 0.989625219 0.321278980 0.954166335 0.950942800
## [1399] 0.470636098 0.177294420 0.732816937 2.315572581 0.006447070 0.188039537
## [1405] 0.792989589 0.492126330 0.580236285 1.718144110 0.545851912 0.061247163
## [1411] 0.456667446 0.529734238 3.436073317 0.323428003 0.027937303 0.971358521
## [1417] 1.674089133 0.827373962 0.203082700 0.486753772 0.976731079 0.146133583
## [1423] 0.330949585 1.491422154 1.758975552 0.795138612 0.816628845 3.436073317
## [1429] 1.159398058 0.552298982 0.160102234 3.436073317 0.182666979 0.105302141
## [1435] 0.974582056 3.436073317 1.509688852 0.898291730 1.236762896 2.041572113
## [1441] 0.588832378 0.606024564 1.812701134 1.621438062 0.892919171 0.279373026
## [1447] 3.436073317 0.279373026 0.250361212 0.226721956 1.866426716 0.426581120
## [1453] 0.498573400 0.251435723 0.199859165 1.050872382 1.494645689 0.975656568
## [1459] 0.503945958 0.316980933 0.448071353 3.436073317 0.085960931 0.084886419
## [1465] 1.385045502 0.140761025 0.521138145 0.277224003 0.574863727 0.196635630
## [1471] 0.781169961 0.217051351 0.196635630 0.847789683 0.267553398 1.167994151
## [1477] 0.610322611 1.169068663 0.857460287 0.383600655 3.436073317 0.046204000
## [1483] 0.638259913 0.625365774 2.073807462 0.959538893 0.421208562 0.426581120
## [1489] 0.469561586 1.415131828 0.080588373 1.794434436 0.499647912 0.071992280
## [1495] 0.688761960 3.436073317 0.369632004 0.218125863 0.190188560 0.083811908
## [1501] 1.313053222 3.436073317 0.122494327 0.950942800 0.423357586 0.862832846
## [1507] 0.217051351 1.418355363 0.097780559 0.431953679 3.436073317 0.512542051
## [1513] 0.510393028 1.278668850 3.436073317 0.529734238 1.782614808 0.596353959
## [1519] 3.436073317 1.351735641 3.436073317 2.020081880 0.496424377 0.773648380
## [1525] 3.436073317 3.436073317 0.184816002 0.137537490 0.123568838 1.876097321
## [1531] 0.368557492 1.299084571 0.218125863 3.436073317 0.587757866 0.179443444
## [1537] 0.751083635 0.416910516 1.164770616 1.647226342 1.599947829 1.089554801
## [1543] 0.250361212 0.113898234 0.200933676 0.147208094 1.727814714 0.362110422
## [1549] 0.131090420 0.095631536 0.357812376 3.436073317 0.046204000 1.218496198
## [1555] 0.839193590 0.681240379 0.124643350 3.436073317 0.226721956 3.436073317
## [1561] 3.436073317 0.140761025 0.525436191 0.038682419 3.436073317 3.436073317
## [1567] 2.174811556 0.023639256 1.197005965 0.022564744 0.181592467 0.035458884
## [1573] 3.436073317 3.436073317 0.873577962 3.436073317 0.812330799 3.436073317
## [1579] 3.436073317 0.065545210 0.087035443 3.436073317 3.436073317 1.126088197
## [1585] 0.322353492 0.047278512 0.297639724 0.982103637 0.342769213 0.540479354
## [1591] 3.436073317 3.436073317 0.095631536 0.035458884 0.590981401 0.154729676
## [1597] 1.612841969 1.431249502 3.436073317 0.213827816 0.745711077 1.618214527
## [1603] 3.436073317 1.109970522 0.171921862 3.436073317 0.045129489 0.194486607
## [1609] 3.436073317 0.319129957 3.436073317 1.437696572 0.009670605 0.226721956
## [1615] 3.436073317 3.436073317 0.506094982 2.356404023 1.049797871 0.681240379
## [1621] 1.170143174 0.018266698 1.473155456 0.056949117 3.436073317 3.436073317
## [1627] 0.138612001 1.040127266 0.033309861 1.704175458 1.466708386 0.473859633
## [1633] 0.354588841 0.274000468 0.656526611 0.214902328 0.641483448 0.251435723
## [1639] 1.520433968 0.419059539 2.280113697 0.667271727 0.242839630 3.436073317
## [1645] 0.396494795 2.347807930 3.436073317 0.549075447 0.062321675 0.333098608
## [1651] 0.757530705 0.005372558 0.324502515 0.665122704 0.083811908 3.436073317
## [1657] 3.436073317 3.436073317 1.494645689 1.770795180 3.436073317 3.436073317
## [1663] 3.436073317 0.266478886 0.099929582 0.427655632 0.789766054 1.460261317
## [1669] 1.469931921 2.087776113 1.016488010 0.003223535 0.587757866 0.489977307
## [1675] 0.458816470 1.131460755 0.319129957 2.367149139 0.626440285 0.780095449
## [1681] 1.439845595 0.695209030 3.436073317 1.733187273 3.436073317 3.436073317
## [1687] 0.062321675 0.235318049 1.032605684 1.031531173 3.436073317 0.575938238
## [1693] 0.603875541 0.858534799 1.544073224 1.846010995 0.659750146 3.436073317
## [1699] 0.823075915 1.757901040 0.214902328 0.182666979 2.183407649 3.436073317
## [1705] 3.436073317 0.344918236 3.436073317 1.568786992 0.408314423 0.565193122
## [1711] 1.496794712 1.700951924 0.335247631 1.864277693 1.137907825 3.436073317
## [1717] 3.436073317 0.078439350 1.188409872 1.964207275 1.438771084 0.851013218
## [1723] 3.436073317 3.436073317 1.085256755 3.436073317 3.436073317 0.017192186
## [1729] 2.370372674 3.436073317 3.436073317 0.783318984 3.436073317 3.436073317
## [1735] 3.436073317 1.305531641 3.436073317 0.011819628 3.436073317 3.436073317
## [1741] 3.436073317 0.281522049 3.436073317 0.399718329 3.436073317 0.959538893
## [1747] 0.156878699 3.436073317 3.436073317 1.192707919 0.001074512 0.483530237
## [1753] 0.427655632 0.022564744 0.004298047 3.436073317 3.436073317 3.436073317
## [1759] 1.628959644 3.436073317 3.436073317 0.233169026 1.048723359 0.159027722
## [1765] 0.379302608 0.861758334 3.436073317 0.009670605 0.582385308 3.436073317
## [1771] 3.436073317 0.586683355 1.430174991 1.443069130 2.386490349 1.242135454
## [1777] 2.084552578 1.639704760 2.109266346 0.430879167 3.436073317 1.223868756
## [1783] 3.436073317 3.436073317 3.436073317 1.864277693 1.443069130 1.500018247
## [1789] 0.737114984 2.200599835 0.185890513 3.436073317 3.436073317 2.325243185
## [1795] 3.436073317 0.049427535 1.510763364 2.015783834 1.029382150 3.436073317
## [1801] 1.147578430 0.819852380 1.623587086 3.436073317 0.410463446 3.436073317
## [1807] 3.436073317 3.436073317 1.689132295 2.046944671 0.709177681 1.559116387
## [1813] 3.436073317 0.024713768 1.065915545 0.940197684 1.517210433 3.436073317
## [1819] 0.005372558 3.436073317 0.466338051 0.075215815 1.626810620 2.124309509
## [1825] 1.166919639 0.023639256 3.436073317 1.363555269 0.660824658 3.436073317
## [1831] 1.882544390 0.308384840 0.606024564 3.436073317 0.009670605 1.171217686
## [1837] 3.436073317 3.436073317 1.100299918 1.122864662 0.555522517 3.436073317
## [1843] 0.297639724 3.436073317 0.467412563 3.436073317 1.980324949 1.079884197
## [1849] 0.445922330 0.341694701 3.436073317 3.436073317 1.929822902 3.436073317
## [1855] 1.835265878 0.985327172 3.436073317 3.436073317 1.204527547 3.436073317
## [1861] 1.527955550 0.842417124 3.436073317 3.436073317 3.436073317 1.313053222
## [1867] 3.436073317 3.436073317 1.018637033 3.436073317 2.146874253 3.436073317
## [1873] 0.186965025 3.436073317 3.436073317 1.400088665 3.436073317 3.436073317
## [1879] 1.607469411 0.731742426 3.436073317 1.243209966 3.436073317 1.062692010
## [1885] 1.083107731 1.735336296 1.503241782 0.657601123 3.436073317 3.436073317
## [1891] 1.670865598 0.063396187 3.436073317 3.436073317 0.779020938 3.436073317
## [1897] 3.436073317 1.382896479 0.748934612 3.436073317 3.436073317 0.001074512
## [1903] 0.080588373 1.498943735 0.394345771 0.904738799 0.225647444 0.711326705
## [1909] 0.104227629 2.063062346 0.527585214 0.012894140 0.020415721 0.069843256
## [1915] 0.004298047 3.436073317 3.436073317 0.051576559 0.005372558 3.436073317
## [1921] 3.436073317 0.020415721 1.143280383 0.143984560 0.202008188 0.695209030
## [1927] 0.040831442 0.002149023 1.536551643 2.357478535 0.757530705 0.914409404
## [1933] 0.001074512 3.436073317 1.114268569 1.303382617 3.436073317 1.853532576
## [1939] 0.745711077 0.002149023 1.360331734 2.110340858 0.265404375 0.157953211
## [1945] 0.487828284 0.324502515 1.511837875 0.035458884 1.684834249 0.472785121
## [1951] 0.089184466 0.753232658 0.479232191 2.084552578 1.096001871 0.011819628
## [1957] 3.436073317 0.895068195 0.063396187 0.039756931 0.045129489 0.005372558
## [1963] 0.002149023 0.145059071 0.182666979 0.866056381 3.436073317 3.436073317
## [1969] 0.674793309 3.436073317 0.025788279 0.024713768 3.436073317 0.085960931
## [1975] 0.005372558 1.509688852 2.245729324 0.565193122 2.358553046 0.005372558
## [1981] 0.022564744 0.001074512 0.658675634 0.751083635 0.040831442 1.345288571
## [1987] 0.012894140 0.007521581 1.859979646 0.009670605 3.436073317 0.000000000
## [1993] 0.007521581 3.436073317 0.006447070 0.003223535 0.007521581 0.253584747
## [1999] 1.433398526 3.436073317 3.436073317 0.384675167 1.692355830 0.012894140
## [2005] 0.000000000 3.436073317 0.006447070 0.011819628 0.012894140 0.001074512
## [2011] 3.436073317 0.011819628 3.436073317 0.011819628 1.089554801 1.295861036
## [2017] 3.436073317 0.027937303 3.436073317 0.000000000 3.436073317 0.000000000
## [2023] 0.256808282 0.013968651 0.002149023 0.000000000 3.436073317 0.002149023
## [2029] 0.012894140 0.863907357 0.818777868 0.438400748 0.722071821 1.420504386
## [2035] 0.698432565 0.428730144 0.466338051 1.524732015 0.961687916 0.194486607
## [2041] 0.287969119 0.947719265 1.221719733 1.161547081 0.353514329 0.336322143
## [2047] 1.218496198 0.206306235 0.444847818 0.485679261 0.501796935 0.643632471
## [2053] 0.351365306 0.799436659 0.120345303 0.558746052 0.882174055 0.170847350
## [2059] 0.268627910 0.543702889 0.952017312 0.376079073 0.208455258 0.401867353
## [2065] 0.203082700 0.184816002 0.242839630 3.436073317 1.519359457 0.407239911
## [2071] 0.436251725 0.509318517 0.135388466 0.218125863 0.314831910 0.186965025
## [2077] 0.891844660 0.146133583 1.750379459 0.687687449 0.249286700 0.523287168
## [2083] 0.166549304 0.470636098 0.379302608 0.277224003 0.728518891 1.478528014
## [2089] 0.296565212 1.263625687 0.222423909 0.224572932 0.326651538 0.218125863
## [2095] 0.295490701 0.361035910 0.107451164 0.361035910 0.891844660 0.190188560
## [2101] 0.274000468 0.747860100 0.815554334 0.381451632 2.192003742 0.196635630
## [2107] 0.412612469 0.272925956 0.914409404 0.979954614 0.628589308 1.156174523
## [2113] 0.936974149 1.627885132 0.839193590 1.338841501 0.296565212 2.072732950
## [2119] 0.699507077 0.840268101 0.379302608 0.998221312 1.332394432 0.574863727
## [2125] 0.228870979 3.436073317 0.287969119 0.151506141 1.853532576 0.726369868
## [2131] 1.209900105 0.266478886 0.544777401 0.366408469 0.880025032 1.371076851
## [2137] 3.436073317 1.414057316 1.951313135 1.130386244 1.039052754 0.241765119
## [2143] 0.603875541 0.257882793 0.269702421 2.207046905 0.773648380 0.530808749
## [2149] 0.450220376 0.477083167 0.787617031 0.815554334 1.429100479 0.309459352
## [2155] 1.399014153 0.471710609 1.523657503 0.751083635 0.621067727 0.926229032
## [2161] 0.552298982 0.893993683 0.186965025 0.729593402 1.865352204 1.391492572
## [2167] 0.726369868 0.254659258 0.899366241 2.293007836 1.201304012 0.106376652
## [2173] 0.714550239 0.133239443 0.783318984 0.508244005 0.063396187 0.746785589
## [2179] 0.672644286 3.436073317 0.348141771 0.681240379 2.107117323 1.986772019
## [2185] 1.562339922 0.979954614 0.106376652 0.188039537 0.920856474 2.060913322
## [2191] 1.404386711 1.450590712 0.284745584 0.136462978 0.770424845 0.310533863
## [2197] 0.945570242 0.290118142 0.863907357 0.263255351 0.771499356 0.237467072
## [2203] 0.352439817 1.118566616 0.035458884 0.863907357 0.413686981 1.385045502
## [2209] 1.016488010 0.847789683 0.855311264 1.327021873 0.096706047 0.369632004
## [2215] 0.305161305 0.030086326 0.195561118 1.368927827 0.275074979 1.037978243
## [2221] 1.614990992 0.952017312 0.255733770 0.668346239 0.888621125 1.187335360
## [2227] 0.910111358 0.035458884 0.039756931 3.436073317 2.053391741 1.172292197
## [2233] 0.323428003 0.888621125 0.917632939 0.502871447 3.436073317 1.331319920
## [2239] 0.345992748 3.436073317 1.465633875 0.515765586 0.940197684 0.588832378
## [2245] 0.228870979 0.197710141 1.162621593 0.185890513 0.658675634 0.206306235
## [2251] 0.873577962 0.137537490 0.188039537 0.308384840 0.284745584 0.602801029
## [2257] 1.113194057 0.516840098 1.602096853 0.179443444 0.291192654 0.773648380
## [2263] 0.318055445 0.126792373 0.321278980 0.285820096 0.221349397 0.797287636
## [2269] 0.316980933 0.411537957 3.436073317 1.228166803 0.095631536 0.541553866
## [2275] 0.344918236 0.306235817 0.445922330 0.162251257 0.717773774 0.551224470
## [2281] 0.055874605 0.536181308 0.454518423 1.085256755 3.436073317 1.416206339
## [2287] 0.506094982 0.092408001 0.015043163 1.263625687 3.436073317 0.161176746
## [2293] 0.080588373 0.877876009 0.194486607 0.370706515 0.335247631 3.436073317
## [2299] 0.107451164 1.752528482 0.388973213 0.882174055 0.280447538 0.052651070
## [2305] 0.387898701 1.090629313 2.168364486 0.876801497 1.010040940 1.172292197
## [2311] 0.153655164 0.318055445 0.701656100 0.291192654 0.092408001 0.042980466
## [2317] 0.413686981 0.185890513 1.875022809 0.712401216 0.042980466 0.121419815
## [2323] 0.816628845 0.761828752 1.597798806 0.079513861 3.436073317 0.106376652
## [2329] 0.183741490 0.415836004 0.056949117 0.103153117 0.671569774 0.601726517
## [2335] 0.799436659 0.178368932 0.215976839 1.513986898 1.816999180 0.296565212
## [2341] 0.013968651 0.990699731 0.761828752 0.687687449 3.436073317 3.436073317
## [2347] 0.882174055 0.247137677 3.436073317 1.958834717 0.264329863 0.105302141
## [2353] 1.295861036 0.211678793 0.967060475 0.693060007 1.614990992 0.277224003
## [2359] 0.361035910 0.111749210 3.436073317 0.314831910 2.377894256 1.626810620
## [2365] 1.280817873 0.059098140 0.828448473 2.279039185 0.583459820 0.287969119
## [2371] 0.462040004 0.549075447 0.919781962 0.167623816 0.275074979 0.126792373
## [2377] 0.782244473 1.379672944 0.696283542 0.141835536 0.708103170 0.646856006
## [2383] 1.379672944 0.076290326 1.663344016 0.586683355 0.370706515 0.065545210
## [2389] 0.901515265 0.546926424 0.699507077 3.436073317 0.714550239 0.669420751
## [2395] 2.187705696 0.733891449 0.084886419 0.336322143 1.048723359 0.507169493
## [2401] 0.272925956 1.707398993 0.480306702 0.098855071 1.645077318 0.281522049
## [2407] 0.203082700 0.522212656 3.436073317 0.224572932 1.343139548 1.333468943
## [2413] 0.408314423 1.403312200 0.617844192 0.301937770 3.436073317 0.493200842
## [2419] 0.049427535 1.771869692 2.053391741 0.226721956 0.037607907 0.417985027
## [2425] 0.517914610 0.401867353 3.436073317 0.311608375 0.054800094 0.105302141
## [2431] 0.132164932 1.983548484 0.964911451 2.081329043 0.327726050 0.174070885
## [2437] 1.126088197 0.045129489 0.285820096 0.291192654 3.436073317 0.404016376
## [2443] 0.191263072 0.167623816 1.194856942 0.051576559 0.473859633 0.686612937
## [2449] 1.808403087 0.254659258 0.110674699 0.128941397 0.907962334 0.434102702
## [2455] 1.294786524 0.314831910 1.166919639 0.667271727 0.643632471 0.379302608
## [2461] 3.436073317 2.064136857 0.603875541 1.258253129 0.666197216 0.024713768
## [2467] 0.459890981 0.088109954 3.436073317 3.436073317 0.454518423 1.015413498
## [2473] 0.117121769 0.060172652 0.174070885 0.102078606 0.920856474 0.038682419
## [2479] 0.767201310 1.789061878 3.436073317 0.103153117 0.061247163 1.534402620
## [2485] 1.974952391 2.234984208 0.688761960 0.147208094 0.394345771 0.177294420
## [2491] 3.436073317 2.343509883 0.481381214 0.613546145 0.855311264 0.111749210
## [2497] 0.243914142 1.738559831 0.830597496 0.084886419 3.436073317 1.564488945
## [2503] 1.071288103 0.367482980 0.282596561 3.436073317 0.040831442 1.208825593
## [2509] 1.259327640 1.459186805 0.958464381 3.436073317 0.243914142 0.531883261
## [2515] 0.031160838 0.073066791 0.880025032 3.436073317 0.134313955 0.036533396
## [2521] 1.056244940 0.003223535 3.436073317 0.193412095 1.360331734 0.041905954
## [2527] 3.436073317 0.710252193 0.426581120 2.236058719 0.598502983 0.323428003
## [2533] 3.436073317 0.604950052 0.134313955 3.436073317 0.437326237 1.228166803
## [2539] 1.613916481 1.032605684 1.910481693 0.774722891 0.060172652 0.666197216
## [2545] 3.436073317 0.670495262 0.030086326 0.656526611 0.367482980 0.114972745
## [2551] 0.040831442 0.244988654 0.110674699 0.728518891 0.505020470 3.436073317
## [2557] 0.619993215 0.926229032 0.152580653 0.004298047 1.998591647 0.015043163
## [2563] 2.067360392 1.443069130 0.280447538 0.438400748 0.301937770 3.436073317
## [2569] 3.436073317 0.659750146 0.561969587 0.200933676 0.249286700 0.120345303
## [2575] 0.203082700 0.003223535 3.436073317 0.326651538 0.455592935 1.489273131
## [2581] 0.296565212 0.311608375 0.959538893 1.255029594 2.082403555 3.436073317
## [2587] 1.270072757 2.144725230 0.790840566 0.957389870 3.436073317 2.036199555
## [2593] 1.134684290 1.085256755 0.001074512 3.436073317 3.436073317 0.472785121
## [2599] 1.380747455 0.006447070 0.545851912 1.132535267 0.218125863 1.758975552
## [2605] 3.436073317 0.265404375 0.138612001 0.003223535 3.436073317 1.577383085
## [2611] 3.436073317 0.247137677 1.767571645 0.209529769 0.170847350 0.943421218
## [2617] 0.094557024 1.255029594 0.479232191 3.436073317 0.186965025 0.050502047
## [2623] 3.436073317 0.873577962 0.370706515 0.250361212 3.436073317 0.071992280
## [2629] 3.436073317 0.214902328 0.716699263 1.568786992 0.347067259 0.524361680
## [2635] 3.436073317 1.228166803 0.606024564 0.309459352 0.026862791 0.687687449
## [2641] 0.326651538 0.409388934 2.204897882 0.029011814 0.165474792 3.436073317
## [2647] 0.592055913 0.350290794 0.350290794 1.913705228 0.332024096 1.040127266
## [2653] 0.004298047 2.045870159 1.942717042 3.436073317 3.436073317 2.224239091
## [2659] 0.656526611 0.130015908 3.436073317 0.687687449 0.765052287 0.449145865
## [2665] 3.436073317 0.838119078 1.057319452 3.436073317 0.588832378 0.933750614
## [2671] 1.644002807 3.436073317 0.963836940 0.862832846 0.739264007 0.009670605
## [2677] 3.436073317 0.801585682 1.311978710 3.436073317 0.523287168 3.436073317
## [2683] 0.653303076 0.616769680 1.289413966 1.045499824 2.202748859 3.436073317
## [2689] 0.249286700 0.067694233 3.436073317 1.410833781 1.609618434 1.218496198
## [2695] 1.518284945 0.406165399 2.243580301 1.372151362 1.715995086 0.333098608
## [2701] 1.206676570 1.378598432 1.920152298 0.006447070 1.017562522 2.176960579
## [2707] 1.659045970 3.436073317 0.275074979 3.436073317 0.557671540 0.694134518
## [2713] 0.258957305 1.307680664 0.013968651 3.436073317 0.270776933 0.903664288
## [2719] 1.606394899 0.294416189 3.436073317 0.275074979 3.436073317 1.934120949
## [2725] 3.436073317 3.436073317 3.436073317 0.920856474 0.457741958 1.125013685
## [2731] 0.733891449 3.436073317 0.558746052 1.904034623 0.293341677 1.416206339
## [2737] 3.436073317 0.005372558 0.914409404 3.436073317 3.436073317 0.744636565
## [2743] 3.436073317 1.083107731 3.436073317 1.706324482 1.504316294 3.436073317
## [2749] 0.464189028 1.264700198 1.131460755 2.042646624 1.603171364 0.510393028
## [2755] 0.334173120 0.901515265 0.530808749 0.002149023 0.462040004 0.171921862
## [2761] 3.436073317 0.380377120 1.048723359 0.538330331 0.720997309 1.719218621
## [2767] 1.382896479 1.391492572 1.359257223 1.255029594 0.471710609 0.502871447
## [2773] 0.926229032 3.436073317 1.171217686 3.436073317 0.017192186 0.021490233
## [2779] 3.436073317 1.829893320 0.439475260 3.436073317 2.252176394 0.033309861
## [2785] 2.143650718 0.738189496 3.436073317 1.175515732 0.078439350 3.436073317
## [2791] 0.704879635 1.676238156 1.445218154 3.436073317 0.579161773 0.008596093
## [2797] 0.549075447 0.911185869 0.507169493 0.038682419 1.944866065 0.306235817
## [2803] 1.832042343 2.318796116 1.071288103 0.926229032 1.257178617 0.535106796
## [2809] 1.137907825 0.823075915 0.998221312 2.089925137 0.528659726 1.439845595
## [2815] 0.487828284 0.668346239 0.936974149 3.436073317 0.040831442 3.436073317
## [2821] 1.321649315 2.260772487 0.283671073 0.126792373 1.159398058 0.959538893
## [2827] 0.905813311 0.012894140 0.837044566 1.826669785 0.365333957 0.709177681
## [2833] 3.436073317 3.436073317 0.011819628 0.039756931 0.005372558 1.564488945
## [2839] 0.004298047 1.651524388 0.003223535 3.436073317 0.104227629 0.422283074
## [2845] 0.489977307 0.000000000 0.483530237 1.561265411 0.365333957 1.578457597
## [2851] 1.913705228 0.341694701 1.241060942 3.436073317 0.960613405 0.008596093
## [2857] 0.065545210 0.737114984 0.001074512 1.152950988 0.609248099 0.619993215
## [2863] 1.979250438 2.050168206 1.929822902 0.486753772 0.080588373 0.009670605
## [2869] 0.006447070 3.436073317 0.052651070 0.649005030 0.004298047 0.171921862
## [2875] 2.188780207 1.533328108 0.344918236 1.756826529 0.108525675 1.820222715
## [2881] 0.033309861 3.436073317 1.440920107 0.001074512 0.058023628 0.001074512
## [2887] 1.121790150 0.012894140 0.060172652 0.338471166 0.005372558 0.426581120
## [2893] 0.016117675 0.808032752 2.345658907 1.167994151 0.017192186 1.098150894
## [2899] 0.653303076 0.000000000 0.471710609 3.436073317 1.106746987 3.436073317
## [2905] 0.799436659 1.201304012 3.436073317 0.808032752 2.280113697 0.457741958
## [2911] 0.796213124 0.899366241 3.436073317 0.376079073 0.037607907 0.006447070
## [2917] 0.015043163 0.023639256 0.004298047 0.007521581 3.436073317 0.002149023
## [2923] 0.011819628 0.001074512 0.521138145 0.457741958 3.436073317 0.008596093
## [2929] 3.436073317 0.370706515 1.377523920 0.103153117 0.002149023 1.714920575
## [2935] 1.345288571 0.009670605 0.226721956 0.005372558 0.292267166 0.001074512
## [2941] 0.003223535 0.891844660 3.436073317 0.002149023 0.001074512 0.001074512
## [2947] 3.436073317 0.001074512 0.004298047 0.959538893 0.002149023 3.436073317
## [2953] 0.163325769 1.729963738 3.436073317 1.693430342 0.001074512 0.006447070
## [2959] 0.030086326 0.011819628 0.015043163 2.283337231 0.025788279 3.436073317
## [2965] 0.006447070 0.013968651 0.005372558 3.436073317 2.214568487 3.436073317
## [2971] 3.436073317 0.009670605 2.315572581 0.004298047 0.012894140 0.037607907
## [2977] 0.005372558 2.181258626 0.004298047 0.016117675 3.436073317 1.569861504
## [2983] 3.436073317 0.004298047 0.048353024 0.801585682 0.984252661 0.343843724
## [2989] 0.165474792 1.638630248 0.481381214 0.136462978 0.782244473 0.167623816
## [2995] 0.640408936 0.907962334 0.265404375 0.556597029 0.391122236 0.203082700
## [3001] 0.190188560 0.426581120 0.747860100 0.131090420 0.413686981 0.669420751
## [3007] 0.104227629 0.552298982 0.378228097 0.493200842 0.340620189 0.631812843
## [3013] 0.829522985 0.623216750 0.093482513 1.050872382 0.353514329 0.171921862
## [3019] 0.326651538 1.005742893 0.385749678 0.336322143 0.127866885 0.193412095
## [3025] 0.467412563 0.341694701 0.305161305 0.337396654 0.238541584 0.711326705
## [3031] 0.218125863 0.203082700 0.682314890 0.275074979 0.582385308 0.502871447
## [3037] 0.652228564 1.011115452 0.283671073 0.152580653 0.141835536 0.536181308
## [3043] 0.353514329 0.091333489 0.067694233 0.390047725 0.139686513 0.206306235
## [3049] 0.503945958 0.133239443 0.560895075 0.462040004 0.284745584 0.545851912
## [3055] 0.237467072 0.746785589 0.242839630 0.363184934 0.362110422 0.449145865
## [3061] 0.708103170 0.106376652 0.316980933 0.751083635 0.094557024 0.153655164
## [3067] 0.615695169 1.140056848 0.160102234 0.297639724 0.333098608 3.436073317
## [3073] 0.448071353 0.380377120 1.219570710 2.013634810 0.845640659 0.257882793
## [3079] 0.097780559 3.436073317 3.436073317 1.047648847 0.140761025 0.090258978
## [3085] 0.370706515 0.703805123 0.624291262 0.578087261 0.822001403 1.476378991
## [3091] 0.611397122 1.406535735 0.917632939 0.532957773 0.996072289 0.422283074
## [3097] 0.193412095 0.514691075 0.941272195 0.718848286 0.218125863 1.005742893
## [3103] 0.143984560 0.442698795 0.152580653 0.529734238 0.229945491 0.285820096
## [3109] 0.748934612 0.004298047 0.750009124 0.289043631 0.092408001 0.464189028
## [3115] 1.734261784 0.632887355 0.913334893 0.436251725 0.278298514 1.191633407
## [3121] 0.150431629 0.568416657 0.530808749 0.376079073 0.464189028 0.211678793
## [3127] 1.030456661 1.286190431 1.260402152 0.835970055 1.294786524 0.603875541
## [3133] 0.293341677 0.487828284 0.383600655 1.019711545 0.121419815 0.402941864
## [3139] 0.237467072 0.471710609 0.589906889 0.214902328 0.117121769 0.235318049
## [3145] 0.485679261 0.261106328 0.969209498 0.091333489 0.399718329 0.309459352
## [3151] 0.198784653 0.398643818 0.583459820 0.077364838 0.062321675 0.708103170
## [3157] 0.867130892 0.350290794 0.250361212 0.522212656 0.060172652 0.320204468
## [3163] 0.141835536 1.402237688 1.760050064 0.149357118 0.479232191 0.393271260
## [3169] 0.159027722 0.352439817 0.336322143 1.053021406 0.889695637 0.344918236
## [3175] 0.128941397 0.146133583 2.386490349 0.244988654 0.826299450 0.180517955
## [3181] 0.217051351 0.700581588 0.559820564 1.190558895 0.521138145 3.436073317
## [3187] 0.912260381 0.697358053 0.557671540 0.603875541 0.960613405 0.322353492
## [3193] 0.307310329 0.121419815 0.051576559 0.318055445 0.143984560 0.654377588
## [3199] 0.500722423 0.225647444 0.444847818 1.863203181 0.165474792 0.635036378
## [3205] 0.917632939 0.477083167 0.499647912 0.096706047 1.080958708 0.390047725
## [3211] 0.719922798 0.578087261 0.104227629 2.232835184 0.511467540 0.064470698
## [3217] 0.656526611 0.152580653 1.014338987 1.130386244 0.468487074 1.661194993
## [3223] 0.116047257 0.518989121 3.436073317 1.219570710 0.112823722 0.116047257
## [3229] 1.109970522 0.196635630 0.188039537 0.695209030 0.839193590 1.274370803
## [3235] 1.323798338 0.359961399 0.294416189 0.414761492 0.180517955 0.159027722
## [3241] 0.509318517 0.550149959 0.467412563 0.211678793 1.152950988 0.878950520
## [3247] 0.066619722 0.119270792 3.436073317 0.211678793 0.037607907 1.177664756
## [3253] 0.157953211 0.237467072 0.024713768 0.466338051 0.231020002 0.151506141
## [3259] 0.921930986 1.215272663 0.172996374 0.602801029 0.911185869 0.998221312
## [3265] 0.225647444 0.411537957 0.056949117 0.179443444 0.035458884 0.382526143
## [3271] 0.119270792 0.309459352 0.125717862 1.314127734 1.626810620 0.096706047
## [3277] 0.190188560 1.486049596 0.587757866 3.436073317 2.123234997 0.209529769
## [3283] 0.395420283 0.621067727 0.200933676 0.010745116 0.207380746 0.439475260
## [3289] 0.070917768 3.436073317 0.919781962 0.537255819 1.287264943 0.164400281
## [3295] 0.772573868 0.396494795 0.207380746 0.131090420 1.161547081 0.771499356
## [3301] 0.645781495 0.368557492 0.982103637 0.442698795 1.762199087 0.333098608
## [3307] 0.147208094 0.446996842 0.084886419 0.843491636 1.597798806 0.720997309
## [3313] 0.199859165 0.338471166 0.239616095 0.632887355 2.386490349 0.499647912
## [3319] 0.150431629 0.300863259 0.985327172 0.787617031 2.034050531 0.335247631
## [3325] 0.904738799 0.113898234 0.404016376 0.219200374 0.898291730 0.281522049
## [3331] 1.768646157 0.479232191 0.190188560 0.244988654 0.580236285 0.602801029
## [3337] 1.702026435 0.026862791 0.186965025 0.284745584 0.150431629 0.534032284
## [3343] 0.660824658 0.048353024 0.417985027 1.156174523 0.449145865 0.238541584
## [3349] 0.093482513 1.878246344 0.975656568 1.079884197 1.346363083 1.778316761
## [3355] 0.172996374 1.719218621 0.011819628 0.200933676 0.332024096 0.117121769
## [3361] 0.410463446 0.472785121 0.085960931 0.704879635 0.330949585 0.552298982
## [3367] 0.214902328 1.027233126 0.701656100 0.060172652 1.959909228 0.116047257
## [3373] 0.202008188 1.745006901 0.640408936 0.453443911 1.220645221 0.179443444
## [3379] 1.612841969 2.054466253 0.228870979 0.476008656 3.436073317 0.315906422
## [3385] 0.583459820 0.348141771 0.869279915 0.852087729 1.409759270 0.631812843
## [3391] 0.506094982 0.622142239 2.104968300 0.141835536 1.242135454 0.559820564
## [3397] 0.007521581 0.106376652 0.095631536 0.034384372 0.212753304 0.999295824
## [3403] 0.077364838 1.829893320 0.041905954 0.176219909 1.969579833 0.327726050
## [3409] 0.149357118 1.700951924 2.363925604 0.156878699 0.246063165 0.247137677
## [3415] 0.110674699 0.047278512 0.299788747 3.436073317 0.143984560 0.032235349
## [3421] 0.061247163 0.025788279 0.204157211 0.289043631 0.972433033 3.436073317
## [3427] 3.436073317 0.139686513 1.461335828 0.123568838 0.123568838 1.024009591
## [3433] 0.269702421 0.080588373 0.112823722 0.410463446 0.159027722 0.544777401
## [3439] 0.045129489 0.812330799 0.189114048 0.077364838 0.062321675 0.477083167
## [3445] 0.130015908 0.013968651 0.267553398 1.843861971 0.036533396 0.330949585
## [3451] 1.774018715 1.187335360 0.487828284 0.008596093 0.146133583 2.283337231
## [3457] 0.079513861 2.218866533 0.256808282 0.096706047 0.080588373 0.863907357
## [3463] 2.056615276 0.039756931 1.670865598 0.768275821 0.800511171 0.026862791
## [3469] 2.256474441 0.676942332 0.063396187 0.011819628 0.255733770 0.923005497
## [3475] 0.378228097 0.307310329 0.166549304 0.595279448 0.425506609 1.556967364
## [3481] 0.674793309 0.023639256 2.061987834 0.178368932 0.058023628 0.150431629
## [3487] 0.154729676 0.217051351 0.395420283 0.985327172 1.521508480 1.451665223
## [3493] 1.333468943 0.716699263 1.371076851 0.695209030 1.031531173 3.436073317
## [3499] 0.401867353 0.152580653 0.684463914 0.047278512 0.444847818 1.097076383
## [3505] 1.526881038 0.232094514 0.674793309 0.412612469 1.856756111 0.657601123
## [3511] 0.361035910 0.125717862 0.075215815 0.594204936 0.267553398 0.319129957
## [3517] 0.046204000 0.029011814 0.167623816 1.722442156 0.297639724 0.333098608
## [3523] 0.044054977 0.135388466 0.006447070 0.139686513 1.407610246 0.001074512
## [3529] 1.913705228 1.429100479 0.619993215 0.405090888 0.023639256 0.121419815
## [3535] 0.157953211 1.177664756 1.357108199 0.119270792 1.213123640 0.515765586
## [3541] 0.825224938 1.614990992 0.276149491 1.522582992 0.081662885 1.228166803
## [3547] 2.263996022 1.484975084 0.560895075 0.736040472 0.003223535 0.073066791
## [3553] 0.207380746 0.474934144 0.554448005 0.077364838 0.002149023 1.579532108
## [3559] 0.179443444 0.217051351 0.429804655 0.697358053 0.438400748 0.844566148
## [3565] 3.436073317 0.311608375 0.182666979 1.819148204 0.003223535 0.524361680
## [3571] 0.274000468 0.329875073 0.199859165 0.978880103 0.243914142 0.301937770
## [3577] 0.414761492 0.185890513 0.229945491 1.180888291 1.237837407 0.304086794
## [3583] 1.506465317 0.336322143 0.306235817 0.783318984 1.492496666 0.506094982
## [3589] 0.005372558 1.062692010 0.723146333 0.651154053 1.707398993 1.183037314
## [3595] 0.313757398 0.002149023 0.018266698 0.958464381 0.899366241 0.551224470
## [3601] 0.395420283 1.335617966 0.211678793 0.145059071 0.004298047 0.761828752
## [3607] 0.314831910 0.315906422 0.761828752 0.265404375 2.268294069 0.009670605
## [3613] 2.046944671 0.113898234 0.005372558 0.011819628 0.148282606 1.867501227
## [3619] 0.401867353 1.169068663 0.243914142 0.626440285 2.370372674 0.347067259
## [3625] 0.119270792 0.708103170 0.154729676 3.436073317 1.417280851 0.078439350
## [3631] 0.599577494 0.405090888 1.584904667 0.393271260 0.645781495 1.255029594
## [3637] 1.079884197 1.231390338 1.092778336 1.434473037 0.801585682 0.716699263
## [3643] 1.811626622 0.582385308 0.684463914 0.279373026 0.825224938 0.202008188
## [3649] 0.932676102 1.886842437 3.436073317 1.216347175 2.279039185 1.129311732
## [3655] 0.261106328 3.436073317 0.299788747 0.006447070 0.356737864 2.209195928
## [3661] 0.350290794 3.436073317 0.274000468 1.678387179 3.436073317 0.853162241
## [3667] 0.101004094 1.380747455 0.332024096 0.665122704 0.007521581 0.877876009
## [3673] 1.927673879 2.381117791 0.499647912 0.362110422 2.285486255 1.581681132
## [3679] 0.357812376 0.170847350 0.703805123 1.626810620 0.748934612 1.548371271
## [3685] 2.044795648 3.436073317 0.406165399 1.772944203 0.713475728 0.659750146
## [3691] 1.386120013 0.957389870 0.774722891 1.237837407 1.434473037 0.000000000
## [3697] 1.762199087 2.274741138 0.624291262 0.025788279 3.436073317 1.290488478
## [3703] 3.436073317 1.064841034 0.177294420 3.436073317 3.436073317 0.251435723
## [3709] 1.193782430 1.986772019 1.018637033 1.997517136 0.737114984 0.077364838
## [3715] 0.098855071 1.226017779 0.349216282 0.747860100 1.144354895 3.436073317
## [3721] 0.042980466 1.045499824 3.436073317 0.340620189 0.078439350 2.295156860
## [3727] 0.373930050 1.763273599 1.058393964 2.110340858 0.638259913 0.267553398
## [3733] 0.139686513 1.663344016 0.202008188 1.185186337 0.008596093 0.627514797
## [3739] 0.164400281 0.019341209 0.178368932 1.910481693 0.507169493 0.024713768
## [3745] 3.436073317 0.365333957 2.066285881 1.434473037 0.210604281 1.723516668
## [3751] 1.781540296 0.008596093 2.121085974 0.867130892 0.381451632 0.502871447
## [3757] 3.436073317 0.002149023 0.406165399 0.012894140 0.009670605 3.436073317
## [3763] 0.054800094 1.320574804 0.070917768 0.551224470 0.008596093 1.133609778
## [3769] 2.160842905 0.005372558 0.189114048 0.009670605 0.006447070 0.549075447
## [3775] 0.681240379 0.007521581 0.005372558 2.322019650 1.170143174 0.285820096
## [3781] 0.359961399 0.027937303 0.304086794 1.209900105 0.002149023 0.585608843
## [3787] 0.507169493 0.315906422 1.286190431 0.390047725 2.334913790 0.541553866
## [3793] 0.003223535 0.123568838 0.005372558 0.474934144 1.103523453 0.557671540
## [3799] 0.003223535 0.003223535 0.053725582 0.949868288 0.789766054 1.729963738
## [3805] 0.008596093 0.266478886 1.550520294 0.025788279 0.756456193 3.436073317
## [3811] 0.311608375 0.004298047 0.516840098 0.832746520 0.003223535 0.009670605
## [3817] 1.088480290 0.932676102 1.066990057 0.041905954 1.795508948 0.352439817
## [3823] 1.214198151 0.142910048 0.004298047 3.436073317 0.308384840 0.472785121
## [3829] 3.436073317 0.811256287 0.026862791 0.015043163 1.285115919 1.385045502
## [3835] 0.000000000 3.436073317 0.311608375 0.877876009 1.967430810 0.556597029
## [3841] 0.157953211 1.823446250 0.750009124 0.007521581 0.337396654 0.000000000
## [3847] 0.003223535 0.052651070 0.134313955 0.570565680 0.114972745 0.003223535
## [3853] 0.005372558 0.073066791 0.252510235 0.002149023 1.495720201 0.008596093
## [3859] 2.330615744 2.222090068 0.004298047 2.098521230 0.003223535 0.998221312
## [3865] 3.436073317 0.007521581 1.393641595 0.988550707 0.400792841 0.001074512
## [3871] 0.010745116 0.872503450 0.027937303 0.008596093 1.986772019 0.003223535
## [3877] 2.258623464 3.436073317 3.436073317 1.366778804 3.436073317 1.585979178
## [3883] 1.260402152 0.004298047 0.001074512 0.082737396 0.002149023 1.978175926
## [3889] 0.982103637 0.001074512 0.882174055 0.001074512 0.604950052 0.002149023
## [3895] 0.019341209 0.094557024 0.001074512 0.003223535 0.004298047 0.458816470
## [3901] 0.000000000 0.009670605 3.436073317 0.464189028 0.003223535 1.285115919
## [3907] 0.004298047 0.708103170 0.000000000 0.007521581 0.139686513 0.015043163
## [3913] 0.007521581 0.002149023 0.006447070 3.436073317 0.013968651 0.003223535
## [3919] 0.003223535 0.109600187 0.004298047 0.001074512 0.010745116 0.013968651
## [3925] 0.008596093 0.990699731 0.007521581 0.007521581 0.042980466 0.063396187
## [3931] 0.004298047 0.012894140 0.000000000 0.010745116 0.001074512 0.020415721
## [3937] 1.740708854 0.001074512 0.008596093 0.013968651 0.267553398 0.203082700
## [3943] 1.057319452 0.307310329 0.436251725 0.755381682 0.215976839 0.177294420
## [3949] 0.390047725 0.376079073 0.354588841 0.863907357 0.854236752 0.205231723
## [3955] 0.231020002 0.859609311 0.959538893 0.179443444 0.286894607 0.120345303
## [3961] 0.236392560 0.232094514 0.221349397 1.040127266 0.006447070 0.851013218
## [3967] 0.397569306 0.001074512 0.282596561 0.906887823 0.543702889 0.318055445
## [3973] 0.163325769 0.471710609 0.233169026 0.203082700 0.505020470 0.270776933
## [3979] 0.350290794 0.495349865 0.138612001 0.297639724 0.238541584 0.046204000
## [3985] 0.037607907 0.106376652 0.845640659 0.097780559 0.918707451 0.234243537
## [3991] 0.085960931 0.061247163 0.485679261 0.392196748 0.191263072 0.268627910
## [3997] 0.226721956 0.524361680 0.192337583 0.060172652 0.174070885 0.779020938
## [4003] 3.436073317 0.032235349 0.135388466 0.451294888 0.282596561 0.476008656
## [4009] 0.168698327 0.351365306 0.266478886 0.146133583 0.338471166 0.577012750
## [4015] 0.286894607 0.184816002 0.800511171 0.156878699 0.529734238 0.464189028
## [4021] 3.436073317 0.211678793 0.176219909 0.521138145 1.376449409 0.421208562
## [4027] 0.746785589 0.548000936 0.088109954 0.412612469 1.350661129 0.334173120
## [4033] 0.572714703 0.299788747 0.437326237 0.222423909 0.386824190 0.151506141
## [4039] 0.188039537 0.579161773 2.161917416 0.654377588 0.610322611 0.334173120
## [4045] 0.545851912 0.219200374 0.105302141 0.165474792 0.716699263 0.110674699
## [4051] 1.193782430 0.600652006 0.610322611 0.236392560 1.357108199 0.138612001
## [4057] 0.239616095 0.392196748 0.096706047 0.128941397 0.299788747 0.111749210
## [4063] 0.029011814 0.276149491 0.572714703 0.065545210 0.048353024 1.108896011
## [4069] 0.560895075 1.914779740 1.183037314 0.221349397 0.801585682 0.371781027
## [4075] 0.927303544 0.687687449 0.497498889 0.594204936 0.365333957 0.150431629
## [4081] 0.101004094 0.065545210 0.123568838 0.037607907 0.128941397 0.248212188
## [4087] 0.367482980 0.033309861 0.572714703 1.227092291 1.582755643 0.177294420
## [4093] 0.313757398 0.154729676 1.486049596 0.790840566 0.515765586 0.082737396
## [4099] 1.116417592 0.388973213 0.102078606 0.528659726 0.479232191 0.524361680
## [4105] 0.963836940 0.039756931 0.108525675 0.501796935 0.436251725 1.856756111
## [4111] 1.810552111 1.401163176 0.383600655 0.156878699 0.454518423 0.184816002
## [4117] 0.327726050 0.005372558 0.295490701 0.269702421 1.200229500 0.204157211
## [4123] 0.025788279 0.067694233 0.083811908 0.234243537 0.207380746 0.510393028
## [4129] 0.319129957 2.008262252 0.730667914 0.661899169 1.010040940 0.102078606
## [4135] 0.669420751 0.198784653 0.565193122 0.518989121 3.436073317 0.185890513
## [4141] 0.192337583 0.619993215 0.434102702 0.219200374 0.577012750 0.398643818
## [4147] 0.717773774 0.955240846 0.340620189 0.094557024 0.111749210 0.229945491
## [4153] 0.074141303 0.180517955 0.124643350 1.141131360 0.127866885 1.096001871
## [4159] 0.091333489 0.776871915 0.874652474 0.887546613 2.153321323 0.392196748
## [4165] 1.011115452 0.183741490 0.081662885 0.159027722 0.071992280 0.296565212
## [4171] 0.812330799 0.185890513 0.170847350 0.071992280 0.321278980 0.501796935
## [4177] 3.436073317 0.855311264 0.193412095 0.222423909 0.066619722 3.436073317
## [4183] 0.538330331 0.032235349 0.268627910 0.559820564 0.167623816 0.081662885
## [4189] 1.537626154 0.194486607 0.035458884 0.919781962 0.060172652 0.325577026
## [4195] 0.264329863 0.351365306 0.548000936 0.243914142 0.372855539 0.298714235
## [4201] 0.106376652 0.135388466 0.602801029 0.376079073 0.465263539 1.003593870
## [4207] 0.945570242 0.124643350 1.300159082 0.063396187 1.888991460 0.050502047
## [4213] 0.460965493 0.428730144 0.271851445 0.893993683 0.215976839 0.559820564
## [4219] 0.026862791 0.071992280 0.104227629 0.039756931 0.380377120 0.111749210
## [4225] 0.477083167 1.120715639 1.754677505 0.612471634 1.193782430 0.054800094
## [4231] 0.044054977 0.252510235 0.901515265 0.131090420 0.481381214 0.285820096
## [4237] 0.211678793 1.868575739 0.236392560 0.186965025 0.117121769 0.635036378
## [4243] 0.214902328 0.903664288 0.334173120 1.173366709 0.157953211 0.920856474
## [4249] 0.151506141 0.406165399 0.442698795 0.095631536 0.674793309 0.085960931
## [4255] 0.192337583 0.592055913 0.421208562 0.234243537 3.436073317 0.045129489
## [4261] 0.075215815 0.088109954 0.909036846 0.666197216 0.120345303 0.417985027
## [4267] 0.460965493 0.130015908 1.480677038 0.226721956 0.202008188 0.354588841
## [4273] 0.062321675 0.683389402 0.080588373 1.004668382 0.132164932 0.384675167
## [4279] 0.145059071 0.160102234 0.069843256 0.087035443 0.798362147 0.024713768
## [4285] 0.150431629 0.243914142 0.093482513 0.101004094 0.121419815 0.032235349
## [4291] 1.150801965 1.000370335 3.436073317 0.499647912 0.869279915 0.383600655
## [4297] 0.083811908 0.135388466 0.181592467 1.188409872 0.172996374 0.333098608
## [4303] 0.283671073 0.535106796 0.494275354 0.071992280 0.410463446 0.950942800
## [4309] 0.075215815 2.028677973 0.269702421 0.063396187 0.716699263 0.119270792
## [4315] 0.356737864 1.558041876 0.068768745 0.041905954 0.061247163 0.079513861
## [4321] 0.002149023 0.054800094 0.222423909 0.059098140 0.163325769 0.040831442
## [4327] 0.067694233 0.067694233 0.902589776 2.353180488 0.653303076 0.522212656
## [4333] 0.041905954 0.088109954 0.071992280 0.152580653 0.685538425 0.366408469
## [4339] 0.018266698 0.852087729 1.446292665 0.994997777 0.430879167 0.037607907
## [4345] 0.887546613 0.383600655 0.031160838 0.282596561 0.044054977 0.602801029
## [4351] 0.071992280 0.171921862 1.146503918 0.004298047 1.378598432 0.551224470
## [4357] 0.786542519 3.436073317 0.854236752 0.239616095 0.597428471 1.945940577
## [4363] 0.284745584 1.277594338 0.120345303 0.154729676 0.282596561 0.193412095
## [4369] 0.136462978 2.133980114 0.365333957 0.811256287 0.257882793 1.653673411
## [4375] 0.950942800 0.350290794 0.054800094 0.119270792 1.272221780 1.069139080
## [4381] 0.313757398 0.214902328 0.723146333 0.716699263 1.659045970 0.109600187
## [4387] 1.363555269 0.084886419 0.617844192 1.130386244 0.179443444 0.261106328
## [4393] 0.055874605 0.484604749 0.006447070 0.213827816 0.325577026 0.750009124
## [4399] 0.853162241 0.083811908 0.393271260 1.521508480 1.460261317 0.149357118
## [4405] 1.294786524 0.438400748 1.003593870 0.015043163 0.040831442 0.350290794
## [4411] 0.206306235 1.969579833 0.220274886 0.671569774 0.402941864 0.023639256
## [4417] 1.091703825 0.306235817 0.024713768 0.092408001 0.911185869 0.539404842
## [4423] 0.284745584 1.710622528 0.241765119 0.092408001 0.753232658 0.229945491
## [4429] 0.073066791 0.497498889 1.884693414 0.131090420 0.103153117 0.335247631
## [4435] 0.839193590 0.335247631 0.138612001 0.406165399 0.047278512 0.395420283
## [4441] 0.095631536 0.423357586 0.182666979 0.466338051 0.175145397 0.684463914
## [4447] 1.273296291 0.904738799 1.473155456 1.868575739 1.554818341 1.483900573
## [4453] 0.071992280 0.609248099 0.012894140 0.654377588 0.066619722 1.118566616
## [4459] 2.342435372 0.840268101 0.084886419 1.565563457 0.088109954 1.313053222
## [4465] 0.025788279 0.479232191 0.320204468 0.422283074 0.691985495 0.341694701
## [4471] 1.604245876 0.712401216 0.294416189 1.303382617 0.669420751 0.673718797
## [4477] 0.223498421 0.239616095 1.056244940 0.572714703 1.794434436 0.477083167
## [4483] 0.111749210 0.203082700 2.361776581 1.441994619 0.806958240 0.215976839
## [4489] 0.868205404 0.112823722 0.007521581 0.397569306 1.230315826 0.651154053
## [4495] 1.065915545 0.361035910 1.361406246 1.119641127 1.213123640 3.436073317
## [4501] 0.011819628 1.213123640 1.779391273 0.277224003 0.322353492 0.355663352
## [4507] 2.120011462 0.381451632 1.447367177 0.281522049 0.203082700 0.041905954
## [4513] 0.011819628 0.186965025 0.093482513 0.477083167 0.060172652 2.019007368
## [4519] 0.446996842 0.342769213 1.015413498 0.255733770 0.012894140 0.267553398
## [4525] 1.212049128 0.085960931 1.392567083 0.624291262 1.220645221 0.285820096
## [4531] 0.364259445 0.454518423 0.143984560 0.654377588 0.489977307 0.287969119
## [4537] 1.351735641 1.279743361 0.496424377 0.855311264 0.004298047 0.058023628
## [4543] 0.134313955 3.436073317 0.809107264 0.164400281 0.017192186 1.693430342
## [4549] 0.379302608 0.033309861 0.031160838 1.661194993 1.406535735 0.006447070
## [4555] 0.407239911 0.166549304 0.106376652 0.577012750 1.708473505 3.436073317
## [4561] 1.902960112 1.191633407 0.199859165 0.278298514 0.171921862 1.230315826
## [4567] 0.520063633 0.001074512 1.770795180 3.436073317 1.247508012 0.064470698
## [4573] 0.334173120 1.832042343 0.006447070 1.745006901 0.471710609 0.006447070
## [4579] 0.297639724 0.305161305 0.017192186 0.294416189 1.434473037 0.738189496
## [4585] 1.056244940 3.436073317 0.096706047 0.486753772 0.606024564 0.041905954
## [4591] 0.247137677 0.055874605 1.374300385 0.593130424 0.013968651 0.481381214
## [4597] 0.798362147 0.589906889 3.436073317 2.048019183 0.639334425 0.297639724
## [4603] 0.101004094 0.121419815 1.215272663 2.016858345 0.655452099 0.553373494
## [4609] 0.004298047 0.007521581 0.040831442 3.436073317 0.532957773 0.358886887
## [4615] 0.482455726 0.250361212 3.436073317 0.838119078 0.962762428 0.243914142
## [4621] 0.529734238 2.212419463 0.824150427 0.150431629 0.051576559 0.496424377
## [4627] 3.436073317 0.179443444 0.464189028 0.032235349 0.707028658 1.156174523
## [4633] 1.594575271 2.293007836 0.275074979 0.801585682 0.885397590 1.663344016
## [4639] 3.436073317 0.435177214 0.611397122 0.480306702 1.360331734 0.557671540
## [4645] 0.059098140 3.436073317 0.004298047 0.891844660 0.912260381 0.810181775
## [4651] 3.436073317 0.642557960 0.179443444 1.869650251 0.139686513 0.039756931
## [4657] 0.450220376 1.014338987 1.784763831 1.584904667 0.483530237 0.025788279
## [4663] 0.089184466 1.207751082 0.159027722 0.165474792 0.361035910 0.017192186
## [4669] 0.948793777 0.477083167 1.334543455 0.002149023 1.136833313 0.180517955
## [4675] 0.430879167 0.114972745 0.825224938 0.001074512 2.222090068 0.181592467
## [4681] 0.851013218 0.637185402 1.556967364 0.857460287 0.015043163 2.021156392
## [4687] 0.830597496 0.003223535 0.034384372 3.436073317 1.375374897 0.085960931
## [4693] 1.295861036 3.436073317 0.004298047 0.114972745 1.576308573 3.436073317
## [4699] 0.103153117 3.436073317 0.957389870 0.001074512 1.727814714 0.134313955
## [4705] 0.503945958 0.165474792 0.396494795 0.268627910 0.295490701 0.055874605
## [4711] 0.061247163 0.001074512 0.004298047 0.934825125 0.018266698 0.805883729
## [4717] 0.017192186 0.026862791 0.003223535 0.998221312 0.169772839 1.117492104
## [4723] 0.686612937 0.918707451 0.300863259 0.004298047 3.436073317 0.001074512
## [4729] 0.651154053 0.370706515 0.477083167 1.338841501 0.002149023 0.268627910
## [4735] 1.634332202 0.794064101 0.004298047 0.001074512 0.642557960 0.671569774
## [4741] 0.044054977 0.002149023 1.394716107 1.650449876 0.000000000 0.112823722
## [4747] 0.001074512 0.007521581 0.164400281 1.370002339 2.143650718 0.189114048
## [4753] 0.034384372 0.065545210 0.025788279 0.932676102 0.007521581 0.001074512
## [4759] 0.004298047 3.436073317 0.001074512 0.002149023 0.000000000 0.018266698
## [4765] 0.107451164 0.530808749 0.013968651 1.361406246 0.015043163 1.460261317
## [4771] 0.469561586 0.388973213 0.354588841 0.167623816 0.239616095 1.702026435
## [4777] 1.242135454 1.346363083 0.012894140 0.001074512 0.108525675 0.133239443
## [4783] 0.394345771 0.009670605 0.590981401 0.689836472 0.552298982 0.009670605
## [4789] 1.735336296 0.736040472 1.756826529 0.004298047 0.215976839 0.375004562
## [4795] 0.002149023 0.310533863 0.019341209 0.120345303 0.029011814 0.655452099
## [4801] 0.008596093 1.501092759 0.013968651 0.001074512 2.383266814 0.141835536
## [4807] 0.151506141 0.061247163 0.006447070 1.714920575 0.171921862 0.527585214
## [4813] 0.030086326 0.119270792 0.012894140 1.670865598 0.003223535 0.972433033
## [4819] 2.043721136 0.004298047 1.359257223 0.367482980 1.123939174 0.040831442
## [4825] 2.255399929 1.393641595 0.671569774 0.001074512 0.678016844 0.007521581
## [4831] 1.573085039 0.002149023 2.112489881 0.017192186 0.016117675 0.018266698
## [4837] 0.324502515 0.010745116 0.002149023 0.002149023 0.005372558 0.008596093
## [4843] 0.176219909 0.009670605 1.459186805 0.003223535 0.017192186 0.001074512
## [4849] 0.001074512 0.004298047 0.011819628 0.091333489 1.174441221 0.023639256
## [4855] 0.011819628 0.003223535 0.207380746 0.006447070 0.693060007 0.008596093
## [4861] 1.187335360 0.672644286 0.006447070 1.058393964 0.003223535 0.026862791
## [4867] 0.006447070 0.013968651 0.561969587 0.012894140 0.835970055 0.535106796
## [4873] 0.026862791 0.096706047 0.019341209 1.324872850 1.350661129 0.016117675
## [4879] 1.661194993 0.002149023 0.001074512 0.763977775 0.006447070 0.010745116
## [4885] 0.001074512 0.010745116 0.456667446 0.780095449 0.000000000 0.010745116
## [4891] 0.006447070 0.001074512 0.003223535 1.282966896 0.020415721 0.006447070
## [4897] 0.001074512 0.011819628 0.013968651 0.010745116 0.065545210 0.185890513
## [4903] 0.203082700 0.882174055 0.395420283 0.502871447 0.338471166 0.513616563
## [4909] 0.465263539 0.124643350 0.260031816 0.361035910 0.168698327 0.123568838
## [4915] 0.215976839 0.335247631 0.206306235 0.142910048 0.104227629 0.074141303
## [4921] 0.157953211 0.089184466 0.112823722 0.006447070 0.483530237 0.112823722
## [4927] 0.289043631 0.222423909 0.299788747 0.063396187 0.316980933 0.136462978
## [4933] 0.299788747 0.148282606 0.298714235 0.084886419 0.076290326 0.063396187
## [4939] 0.036533396 0.078439350 0.138612001 0.235318049 0.180517955 0.136462978
## [4945] 0.160102234 0.058023628 0.882174055 0.055874605 0.247137677 0.608173587
## [4951] 0.090258978 0.078439350 0.106376652 0.085960931 0.779020938 0.586683355
## [4957] 0.004298047 0.334173120 0.133239443 0.370706515 0.481381214 0.154729676
## [4963] 0.073066791 0.423357586 0.518989121 1.853532576 0.815554334 0.370706515
## [4969] 0.523287168 1.091703825 0.081662885 0.481381214 0.319129957 0.190188560
## [4975] 1.149727453 0.541553866 0.233169026 0.210604281 0.633961867 0.430879167
## [4981] 0.409388934 0.668346239 0.286894607 0.606024564 0.210604281 0.089184466
## [4987] 0.635036378 0.657601123 0.241765119 0.393271260 0.135388466 0.285820096
## [4993] 0.131090420 0.285820096 1.098150894 0.387898701 0.678016844 1.714920575
## [4999] 0.029011814 0.397569306 0.149357118 0.381451632 0.223498421 0.073066791
## [5005] 0.241765119 0.854236752 0.638259913 0.277224003 0.669420751 0.159027722
## [5011] 0.312682887 0.448071353 0.628589308 0.712401216 0.199859165 0.568416657
## [5017] 0.141835536 0.451294888 0.464189028 0.306235817 0.469561586 0.337396654
## [5023] 0.241765119 0.073066791 0.093482513 0.356737864 0.081662885 0.130015908
## [5029] 0.619993215 0.212753304 0.175145397 0.179443444 0.121419815 3.436073317
## [5035] 0.120345303 0.022564744 1.154025500 3.436073317 0.101004094 0.198784653
## [5041] 0.285820096 0.351365306 0.456667446 0.760754240 0.096706047 0.090258978
## [5047] 0.122494327 0.135388466 0.479232191 0.670495262 0.604950052 0.561969587
## [5053] 0.089184466 2.181258626 0.082737396 0.112823722 0.242839630 0.250361212
## [5059] 2.021156392 0.419059539 0.763977775 0.109600187 0.074141303 0.139686513
## [5065] 0.753232658 0.189114048 1.209900105 0.137537490 0.162251257 0.047278512
## [5071] 0.136462978 0.329875073 0.248212188 0.139686513 0.561969587 0.458816470
## [5077] 0.274000468 0.027937303 0.119270792 0.421208562 0.102078606 0.343843724
## [5083] 0.048353024 0.231020002 0.130015908 0.121419815 0.080588373 0.375004562
## [5089] 0.038682419 0.942346707 0.281522049 0.045129489 0.048353024 0.077364838
## [5095] 0.084886419 0.109600187 0.051576559 0.168698327 0.275074979 0.883248567
## [5101] 0.109600187 0.244988654 1.289413966 0.433028190 0.178368932 3.436073317
## [5107] 0.023639256 0.174070885 0.276149491 0.238541584 0.907962334 0.412612469
## [5113] 0.045129489 0.310533863 0.555522517 0.123568838 1.972803368 0.019341209
## [5119] 0.067694233 0.744636565 0.069843256 0.083811908 0.078439350 0.061247163
## [5125] 0.196635630 0.769350333 0.089184466 0.381451632 0.439475260 0.318055445
## [5131] 0.023639256 0.219200374 0.065545210 1.336692478 0.210604281 0.315906422
## [5137] 0.021490233 1.162621593 0.267553398 0.503945958 0.270776933 0.599577494
## [5143] 0.032235349 0.448071353 0.056949117 0.378228097 0.531883261 0.480306702
## [5149] 1.480677038 0.716699263 0.993923265 0.486753772 0.789766054 0.246063165
## [5155] 0.514691075 0.123568838 0.071992280 0.229945491 0.251435723 0.167623816
## [5161] 0.457741958 0.518989121 0.300863259 1.559116387 0.481381214 0.738189496
## [5167] 0.062321675 0.097780559 1.017562522 0.476008656 0.535106796 0.305161305
## [5173] 0.131090420 0.139686513 0.065545210 0.163325769 0.298714235 0.713475728
## [5179] 0.085960931 1.951313135 0.073066791 0.772573868 0.188039537 0.375004562
## [5185] 0.048353024 0.137537490 0.157953211 0.222423909 0.319129957 0.582385308
## [5191] 0.048353024 0.415836004 0.095631536 0.411537957 1.649375365 0.090258978
## [5197] 0.314831910 0.532957773 0.108525675 0.073066791 0.149357118 0.060172652
## [5203] 0.466338051 0.188039537 0.274000468 0.034384372 1.316276757 0.733891449
## [5209] 0.412612469 0.046204000 0.095631536 0.034384372 0.111749210 0.048353024
## [5215] 1.575234062 0.224572932 1.001444847 0.657601123 0.632887355 0.077364838
## [5221] 0.031160838 0.098855071 0.154729676 0.466338051 0.698432565 0.366408469
## [5227] 0.711326705 0.090258978 0.732816937 0.945570242 3.436073317 0.074141303
## [5233] 0.111749210 2.118936951 0.061247163 0.096706047 0.221349397 0.142910048
## [5239] 0.138612001 0.059098140 0.209529769 0.025788279 0.094557024 0.080588373
## [5245] 0.070917768 0.204157211 0.192337583 0.221349397 0.005372558 0.200933676
## [5251] 0.059098140 0.548000936 0.070917768 0.031160838 0.119270792 1.340990525
## [5257] 0.002149023 0.232094514 0.006447070 0.039756931 0.619993215 1.475304479
## [5263] 0.351365306 0.536181308 0.826299450 0.045129489 0.633961867 0.060172652
## [5269] 0.250361212 0.763977775 0.127866885 0.446996842 0.448071353 0.188039537
## [5275] 0.205231723 0.307310329 0.182666979 0.042980466 0.046204000 3.436073317
## [5281] 0.148282606 0.040831442 0.037607907 0.018266698 0.107451164 1.136833313
## [5287] 0.851013218 0.546926424 0.734965961 0.180517955 0.241765119 0.309459352
## [5293] 0.628589308 0.037607907 0.124643350 0.101004094 0.160102234 0.898291730
## [5299] 0.176219909 0.151506141 0.555522517 0.411537957 0.428730144 0.079513861
## [5305] 0.065545210 3.436073317 0.061247163 0.067694233 0.195561118 0.026862791
## [5311] 0.018266698 1.847085506 1.304457129 0.287969119 0.260031816 1.516135922
## [5317] 0.532957773 0.178368932 0.114972745 0.062321675 0.697358053 1.412982804
## [5323] 0.474934144 1.393641595 0.680165867 0.012894140 0.064470698 0.430879167
## [5329] 1.099225406 0.202008188 0.343843724 0.421208562 0.071992280 0.112823722
## [5335] 0.695209030 1.811626622 0.033309861 0.078439350 0.125717862 0.002149023
## [5341] 0.399718329 1.140056848 0.048353024 0.058023628 0.122494327 0.152580653
## [5347] 0.743562054 0.545851912 0.469561586 0.687687449 0.037607907 1.455963270
## [5353] 0.073066791 0.092408001 0.319129957 0.037607907 0.009670605 0.220274886
## [5359] 0.182666979 0.212753304 0.102078606 0.276149491 1.311978710 0.373930050
## [5365] 0.391122236 0.646856006 0.526510703 0.136462978 0.635036378 0.544777401
## [5371] 0.751083635 1.287264943 0.073066791 0.612471634 0.131090420 0.256808282
## [5377] 0.903664288 0.165474792 0.304086794 0.030086326 0.069843256 0.243914142
## [5383] 0.033309861 0.338471166 0.559820564 0.076290326 0.071992280 1.015413498
## [5389] 0.293341677 0.133239443 1.661194993 1.114268569 0.508244005 0.065545210
## [5395] 0.311608375 0.031160838 0.044054977 0.163325769 0.098855071 1.350661129
## [5401] 1.973877880 0.206306235 0.289043631 0.310533863 0.312682887 0.719922798
## [5407] 1.160472569 0.124643350 1.090629313 0.604950052 0.164400281 1.409759270
## [5413] 0.395420283 0.300863259 0.004298047 0.375004562 0.064470698 1.366778804
## [5419] 0.161176746 0.053725582 0.809107264 0.509318517 0.110674699 0.000000000
## [5425] 0.192337583 0.484604749 0.079513861 0.054800094 1.483900573 0.928378056
## [5431] 0.813405310 0.841342613 0.066619722 0.384675167 0.111749210 0.027937303
## [5437] 0.233169026 0.303012282 0.352439817 0.095631536 0.021490233 0.112823722
## [5443] 0.003223535 0.669420751 0.137537490 0.211678793 0.164400281 0.089184466
## [5449] 0.034384372 0.171921862 0.366408469 0.167623816 0.110674699 0.111749210
## [5455] 0.061247163 0.860683822 1.428025967 0.172996374 0.114972745 1.389343548
## [5461] 0.185890513 0.037607907 0.055874605 0.295490701 0.266478886 2.164066440
## [5467] 0.251435723 0.036533396 0.033309861 0.167623816 0.007521581 0.013968651
## [5473] 0.071992280 0.724220844 0.142910048 0.088109954 0.584534331 1.448441688
## [5479] 0.325577026 0.193412095 0.087035443 0.866056381 0.199859165 0.333098608
## [5485] 1.176590244 0.270776933 0.982103637 0.003223535 0.645781495 0.172996374
## [5491] 0.450220376 0.534032284 0.194486607 0.723146333 0.275074979 0.126792373
## [5497] 0.582385308 1.585979178 0.184816002 0.208455258 0.415836004 0.932676102
## [5503] 0.003223535 0.101004094 0.082737396 0.128941397 0.295490701 1.939493507
## [5509] 0.195561118 0.147208094 0.056949117 0.060172652 0.225647444 0.007521581
## [5515] 1.787987366 1.654747923 0.189114048 1.473155456 0.384675167 0.003223535
## [5521] 1.197005965 0.560895075 0.947719265 0.103153117 0.025788279 1.244284477
## [5527] 0.411537957 0.098855071 0.081662885 0.362110422 0.395420283 0.138612001
## [5533] 0.972433033 0.141835536 0.682314890 0.047278512 0.493200842 0.936974149
## [5539] 0.179443444 1.092778336 0.281522049 0.203082700 1.263625687 0.184816002
## [5545] 0.960613405 0.746785589 0.611397122 0.408314423 1.654747923 3.436073317
## [5551] 0.293341677 1.106746987 0.669420751 1.030456661 1.458112293 3.436073317
## [5557] 1.054095917 0.990699731 0.963836940 0.422283074 1.141131360 1.303382617
## [5563] 1.642928295 0.099929582 0.013968651 0.938048660 0.315906422 0.761828752
## [5569] 0.088109954 0.486753772 0.300863259 0.084886419 0.636110890 0.104227629
## [5575] 0.425506609 0.384675167 0.789766054 1.263625687 1.784763831 0.228870979
## [5581] 1.950238624 1.496794712 0.541553866 0.693060007 2.202748859 1.187335360
## [5587] 0.564118610 0.827373962 0.088109954 0.255733770 0.011819628 0.192337583
## [5593] 0.015043163 0.089184466 0.140761025 1.884693414 0.092408001 0.505020470
## [5599] 1.093852848 0.003223535 0.335247631 0.046204000 3.436073317 1.484975084
## [5605] 1.109970522 0.968134986 0.011819628 0.027937303 3.436073317 0.947719265
## [5611] 0.780095449 0.697358053 0.289043631 2.218866533 1.950238624 1.248582524
## [5617] 1.707398993 0.627514797 0.174070885 0.722071821 0.330949585 0.002149023
## [5623] 1.091703825 0.001074512 0.655452099 1.280817873 1.718144110 1.015413498
## [5629] 0.229945491 0.006447070 0.890770148 0.271851445 0.034384372 0.123568838
## [5635] 0.630738332 1.712771552 0.250361212 0.893993683 0.018266698 0.200933676
## [5641] 0.001074512 0.299788747 0.297639724 0.391122236 0.000000000 1.306606152
## [5647] 1.020786056 0.210604281 0.029011814 0.008596093 0.062321675 3.436073317
## [5653] 0.004298047 0.000000000 0.007521581 0.176219909 0.002149023 2.081329043
## [5659] 0.279373026 0.713475728 0.532957773 0.759679728 0.171921862 0.002149023
## [5665] 0.081662885 0.033309861 0.018266698 0.039756931 0.800511171 0.003223535
## [5671] 0.096706047 0.082737396 0.001074512 0.184816002 1.926599368 1.350661129
## [5677] 3.436073317 0.004298047 0.010745116 0.015043163 1.444143642 0.044054977
## [5683] 1.113194057 0.002149023 0.008596093 0.804809217 0.006447070 0.059098140
## [5689] 0.002149023 1.014338987 0.021490233 0.000000000 0.136462978 0.001074512
## [5695] 0.132164932 0.018266698 0.082737396 0.552298982 0.414761492 0.796213124
## [5701] 0.005372558 1.976026903 0.452369400 0.828448473 0.364259445 0.746785589
## [5707] 0.641483448 0.688761960 1.678387179 0.429804655 0.002149023 0.088109954
## [5713] 0.676942332 0.521138145 0.002149023 0.217051351 1.070213592 0.016117675
## [5719] 0.120345303 0.927303544 0.016117675 0.008596093 0.271851445 0.319129957
## [5725] 1.503241782 0.003223535 3.436073317 0.002149023 0.182666979 0.015043163
## [5731] 1.324872850 0.002149023 1.400088665 0.066619722 0.040831442 0.296565212
## [5737] 0.889695637 0.031160838 0.018266698 0.005372558 0.021490233 0.009670605
## [5743] 0.507169493 0.074141303 1.088480290 0.004298047 0.011819628 0.197710141
## [5749] 0.097780559 0.006447070 0.007521581 0.001074512 0.194486607 1.568786992
## [5755] 0.449145865 0.017192186 0.430879167 0.122494327 0.107451164 0.866056381
## [5761] 0.334173120 0.006447070 0.703805123 0.297639724 0.009670605 0.031160838
## [5767] 0.018266698 1.954536670 0.127866885 1.983548484 0.515765586 0.844566148
## [5773] 0.579161773 0.008596093 1.245358989 0.004298047 0.010745116 0.002149023
## [5779] 0.000000000 0.033309861 0.001074512 0.408314423 0.003223535 0.003223535
## [5785] 0.002149023 0.006447070 1.603171364 0.001074512 1.718144110 0.545851912
## [5791] 1.166919639 1.056244940 0.645781495 0.018266698 3.436073317 0.011819628
## [5797] 0.004298047 0.179443444 0.001074512 1.490347642 0.136462978 2.391862907
## [5803] 2.081329043 0.574863727 3.436073317 0.000000000 0.005372558 0.001074512
## [5809] 0.012894140 0.009670605 0.005372558 0.843491636 0.016117675 0.001074512
## [5815] 0.033309861 0.003223535 0.297639724 0.015043163 1.972803368 0.002149023
## [5821] 0.276149491 0.010745116 1.221719733 0.755381682 0.008596093 0.210604281
## [5827] 0.011819628 0.001074512 0.265404375 0.146133583 0.001074512 0.024713768
## [5833] 0.016117675 0.702730611 0.012894140 0.009670605 0.010745116 0.687687449
## [5839] 0.000000000 0.293341677 0.012894140 0.047278512 0.003223535 0.010745116
## [5845] 0.029011814 0.631812843 0.000000000 0.018266698 0.001074512 1.952387647
## [5851] 0.003223535 0.004298047 0.005372558 0.003223535 0.015043163 0.016117675
## [5857] 0.318055445 0.148282606 0.240690607 0.081662885 0.427655632 0.109600187
## [5863] 0.246063165 0.347067259 0.235318049 0.094557024 0.742487542 0.182666979
## [5869] 0.105302141 0.099929582 0.247137677 0.192337583 0.130015908 0.248212188
## [5875] 0.464189028 0.416910516 0.228870979 0.361035910 1.197005965 0.279373026
## [5881] 0.003223535 0.097780559 0.058023628 0.096706047 0.190188560 0.675867821
## [5887] 0.333098608 0.106376652 0.202008188 0.237467072 0.091333489 0.191263072
## [5893] 0.691985495 0.140761025 0.183741490 0.223498421 0.234243537 0.229945491
## [5899] 0.168698327 0.120345303 0.236392560 0.026862791 0.109600187 0.231020002
## [5905] 0.234243537 0.513616563 0.944495730 0.048353024 0.243914142 0.247137677
## [5911] 3.436073317 0.176219909 0.030086326 0.260031816 1.002519359 0.770424845
## [5917] 0.099929582 0.083811908 0.779020938 1.223868756 0.265404375 0.272925956
## [5923] 0.203082700 0.442698795 0.130015908 0.147208094 0.495349865 0.363184934
## [5929] 0.258957305 0.049427535 0.103153117 0.064470698 0.186965025 0.512542051
## [5935] 0.416910516 0.246063165 0.185890513 0.581310796 3.436073317 0.149357118
## [5941] 0.079513861 0.321278980 0.700581588 0.309459352 0.279373026 1.015413498
## [5947] 0.367482980 0.079513861 0.125717862 0.281522049 0.195561118 0.113898234
## [5953] 0.292267166 0.209529769 0.315906422 0.046204000 0.198784653 0.267553398
## [5959] 0.070917768 0.097780559 0.208455258 0.183741490 0.058023628 0.445922330
## [5965] 0.209529769 0.077364838 0.345992748 0.382526143 0.110674699 0.155804188
## [5971] 0.290118142 0.231020002 0.088109954 1.004668382 0.343843724 0.237467072
## [5977] 0.023639256 0.127866885 0.061247163 0.207380746 0.294416189 0.380377120
## [5983] 0.336322143 0.584534331 0.280447538 0.076290326 0.497498889 0.088109954
## [5989] 0.103153117 0.284745584 0.359961399 0.280447538 0.062321675 0.001074512
## [5995] 0.135388466 2.090999648 0.252510235 0.552298982 0.300863259 0.825224938
## [6001] 0.068768745 0.365333957 0.063396187 0.118196280 0.401867353 0.434102702
## [6007] 0.565193122 0.092408001 0.464189028 0.292267166 0.274000468 0.378228097
## [6013] 0.195561118 0.153655164 0.113898234 0.064470698 0.096706047 0.220274886
## [6019] 0.122494327 0.309459352 0.577012750 0.495349865 0.469561586 0.212753304
## [6025] 0.184816002 0.404016376 0.007521581 0.053725582 0.189114048 0.430879167
## [6031] 0.022564744 0.081662885 0.961687916 1.751453971 3.436073317 0.221349397
## [6037] 0.166549304 0.661899169 0.152580653 0.636110890 0.574863727 0.196635630
## [6043] 0.062321675 0.344918236 0.684463914 0.164400281 0.378228097 0.337396654
## [6049] 1.105672476 0.572714703 0.266478886 0.034384372 0.265404375 1.703100947
## [6055] 0.051576559 0.971358521 0.177294420 0.220274886 0.209529769 0.177294420
## [6061] 0.022564744 0.343843724 0.137537490 1.076660662 0.497498889 0.176219909
## [6067] 0.797287636 0.543702889 0.062321675 0.440549772 0.053725582 1.204527547
## [6073] 0.168698327 3.436073317 0.152580653 0.138612001 0.032235349 0.246063165
## [6079] 0.207380746 0.025788279 0.196635630 0.861758334 0.168698327 0.177294420
## [6085] 0.344918236 0.594204936 0.191263072 0.385749678 0.790840566 0.121419815
## [6091] 0.459890981 0.329875073 0.683389402 0.710252193 0.289043631 0.203082700
## [6097] 0.208455258 0.776871915 0.112823722 0.363184934 1.766497133 0.082737396
## [6103] 0.185890513 0.079513861 0.267553398 0.471710609 0.175145397 0.117121769
## [6109] 0.525436191 0.785468008 0.019341209 0.156878699 0.320204468 0.552298982
## [6115] 1.199154988 0.074141303 0.092408001 0.075215815 0.044054977 0.136462978
## [6121] 0.542628377 0.704879635 1.527955550 0.114972745 0.534032284 0.048353024
## [6127] 0.036533396 0.186965025 0.123568838 0.020415721 0.256808282 0.265404375
## [6133] 0.035458884 0.289043631 0.986401684 0.260031816 1.423727921 0.096706047
## [6139] 0.024713768 0.667271727 0.287969119 0.771499356 0.335247631 0.150431629
## [6145] 0.078439350 0.209529769 0.105302141 0.033309861 0.062321675 0.711326705
## [6151] 0.148282606 0.082737396 0.105302141 0.291192654 0.336322143 0.434102702
## [6157] 0.073066791 0.598502983 0.172996374 0.055874605 0.026862791 0.211678793
## [6163] 0.971358521 0.456667446 0.159027722 0.685538425 0.292267166 0.482455726
## [6169] 0.212753304 0.206306235 0.066619722 0.297639724 0.218125863 0.166549304
## [6175] 0.049427535 0.329875073 0.076290326 0.687687449 0.166549304 0.070917768
## [6181] 0.031160838 0.236392560 0.674793309 0.175145397 0.338471166 0.150431629
## [6187] 0.071992280 0.524361680 0.051576559 0.048353024 0.084886419 0.058023628
## [6193] 1.663344016 0.751083635 0.089184466 0.220274886 0.042980466 0.619993215
## [6199] 0.489977307 0.528659726 0.069843256 0.031160838 0.130015908 0.189114048
## [6205] 0.869279915 0.266478886 0.168698327 0.039756931 0.123568838 0.111749210
## [6211] 0.141835536 0.065545210 0.617844192 0.111749210 0.205231723 0.725295356
## [6217] 0.314831910 0.134313955 0.083811908 0.048353024 0.107451164 0.011819628
## [6223] 0.347067259 0.448071353 1.647226342 0.093482513 0.142910048 0.322353492
## [6229] 0.119270792 0.467412563 1.016488010 0.444847818 0.184816002 1.473155456
## [6235] 0.006447070 1.061617499 0.079513861 0.233169026 0.121419815 0.188039537
## [6241] 0.064470698 0.572714703 0.157953211 0.061247163 0.049427535 0.180517955
## [6247] 0.080588373 0.264329863 0.350290794 0.047278512 0.140761025 0.308384840
## [6253] 0.206306235 1.559116387 0.062321675 1.509688852 0.004298047 0.326651538
## [6259] 0.295490701 0.055874605 0.099929582 0.365333957 0.396494795 0.029011814
## [6265] 0.054800094 0.013968651 0.870354427 0.545851912 0.022564744 0.883248567
## [6271] 0.442698795 0.082737396 0.453443911 0.327726050 0.824150427 0.975656568
## [6277] 0.738189496 0.466338051 0.505020470 0.095631536 0.059098140 0.012894140
## [6283] 0.683389402 0.065545210 0.752158147 1.756826529 0.025788279 0.134313955
## [6289] 0.071992280 0.312682887 0.034384372 0.463114516 0.065545210 0.126792373
## [6295] 0.261106328 0.405090888 0.172996374 0.177294420 0.035458884 0.019341209
## [6301] 0.021490233 0.219200374 1.061617499 0.070917768 0.371781027 0.001074512
## [6307] 0.167623816 0.657601123 0.001074512 0.106376652 0.157953211 0.007521581
## [6313] 0.968134986 0.027937303 0.221349397 0.534032284 0.123568838 0.983178149
## [6319] 0.610322611 0.388973213 0.155804188 0.048353024 0.021490233 0.305161305
## [6325] 0.448071353 0.861758334 0.628589308 0.004298047 0.099929582 0.011819628
## [6331] 0.071992280 0.078439350 0.744636565 0.119270792 0.773648380 0.027937303
## [6337] 0.160102234 0.009670605 0.036533396 0.684463914 0.102078606 0.029011814
## [6343] 0.671569774 1.339916013 0.943421218 1.700951924 1.075586150 0.091333489
## [6349] 0.425506609 0.248212188 0.641483448 0.023639256 0.484604749 0.268627910
## [6355] 0.060172652 0.055874605 0.276149491 0.151506141 0.354588841 0.693060007
## [6361] 0.087035443 0.334173120 0.073066791 0.234243537 0.462040004 0.678016844
## [6367] 0.021490233 0.284745584 0.544777401 0.160102234 0.797287636 1.416206339
## [6373] 0.462040004 0.156878699 0.883248567 0.007521581 0.037607907 0.035458884
## [6379] 0.120345303 0.377153585 0.110674699 0.060172652 0.002149023 0.122494327
## [6385] 0.246063165 0.880025032 1.077735173 1.073437127 0.747860100 0.279373026
## [6391] 0.092408001 0.175145397 0.959538893 1.255029594 0.070917768 0.268627910
## [6397] 1.288339454 0.003223535 0.203082700 0.247137677 1.542998713 0.570565680
## [6403] 0.711326705 0.015043163 0.641483448 1.402237688 1.018637033 0.009670605
## [6409] 0.061247163 1.228166803 0.404016376 0.135388466 0.116047257 1.017562522
## [6415] 0.449145865 0.507169493 0.635036378 0.006447070 0.005372558 0.395420283
## [6421] 2.360702069 0.142910048 0.845640659 0.060172652 1.660120481 0.075215815
## [6427] 0.694134518 0.030086326 1.100299918 0.540479354 0.220274886 0.064470698
## [6433] 0.005372558 0.439475260 0.538330331 0.219200374 0.313757398 0.137537490
## [6439] 0.121419815 0.156878699 0.617844192 0.011819628 0.103153117 0.984252661
## [6445] 1.221719733 0.310533863 0.156878699 0.396494795 2.072732950 0.291192654
## [6451] 0.498573400 0.114972745 0.019341209 0.279373026 1.536551643 0.642557960
## [6457] 3.436073317 0.138612001 0.042980466 0.963836940 0.299788747 0.105302141
## [6463] 0.806958240 0.232094514 0.613546145 0.249286700 0.670495262 0.653303076
## [6469] 0.561969587 0.172996374 0.167623816 0.056949117 0.507169493 0.189114048
## [6475] 3.436073317 2.084552578 0.066619722 0.049427535 0.737114984 1.108896011
## [6481] 0.001074512 0.334173120 2.212419463 0.036533396 3.436073317 0.311608375
## [6487] 1.136833313 0.054800094 0.528659726 1.602096853 0.029011814 0.169772839
## [6493] 0.325577026 0.715624751 0.001074512 0.400792841 0.018266698 0.166549304
## [6499] 0.106376652 0.010745116 1.094927359 0.079513861 0.513616563 1.739634342
## [6505] 1.184111825 0.474934144 0.468487074 0.178368932 2.110340858 1.344214060
## [6511] 0.016117675 0.140761025 0.402941864 0.155804188 0.943421218 0.017192186
## [6517] 0.153655164 0.005372558 0.225647444 0.886472102 0.009670605 1.205602058
## [6523] 0.105302141 0.953091823 1.061617499 0.846715171 0.311608375 0.405090888
## [6529] 0.952017312 0.528659726 0.029011814 0.556597029 0.137537490 0.617844192
## [6535] 0.012894140 0.015043163 0.004298047 0.681240379 0.198784653 0.082737396
## [6541] 0.974582056 1.620363551 0.460965493 0.135388466 1.517210433 1.061617499
## [6547] 0.253584747 0.213827816 0.537255819 0.003223535 0.001074512 0.550149959
## [6553] 0.614620657 0.604950052 0.303012282 0.229945491 0.361035910 1.581681132
## [6559] 0.363184934 0.711326705 0.204157211 0.528659726 0.866056381 1.144354895
## [6565] 0.084886419 0.001074512 0.023639256 0.364259445 0.152580653 0.126792373
## [6571] 3.436073317 0.003223535 0.847789683 0.730667914 0.029011814 0.037607907
## [6577] 0.019341209 0.007521581 0.460965493 1.724591180 0.001074512 0.117121769
## [6583] 0.003223535 0.008596093 0.989625219 0.284745584 0.003223535 0.309459352
## [6589] 1.637555737 0.505020470 0.281522049 0.244988654 0.468487074 0.007521581
## [6595] 0.053725582 0.213827816 0.003223535 1.668716574 0.030086326 0.060172652
## [6601] 0.284745584 0.013968651 0.038682419 3.436073317 0.068768745 0.065545210
## [6607] 0.235318049 0.323428003 0.000000000 0.001074512 0.006447070 0.636110890
## [6613] 0.003223535 0.002149023 0.500722423 0.019341209 0.052651070 0.022564744
## [6619] 0.036533396 0.008596093 0.206306235 0.002149023 0.002149023 0.000000000
## [6625] 1.808403087 0.008596093 0.109600187 0.005372558 0.008596093 0.726369868
## [6631] 0.001074512 0.564118610 0.030086326 0.003223535 0.003223535 0.001074512
## [6637] 0.123568838 0.007521581 0.005372558 0.002149023 0.081662885 0.226721956
## [6643] 0.073066791 0.008596093 0.600652006 0.515765586 0.015043163 0.058023628
## [6649] 0.183741490 0.054800094 0.002149023 0.776871915 1.050872382 0.754307170
## [6655] 0.001074512 0.007521581 3.436073317 0.001074512 0.005372558 0.047278512
## [6661] 0.084886419 0.002149023 0.002149023 1.400088665 0.029011814 0.212753304
## [6667] 0.020415721 0.198784653 1.545147736 0.093482513 0.001074512 0.003223535
## [6673] 0.007521581 0.003223535 0.003223535 0.789766054 1.035829219 0.026862791
## [6679] 1.183037314 0.052651070 0.358886887 0.000000000 0.138612001 1.587053690
## [6685] 0.279373026 0.022564744 0.002149023 0.314831910 1.032605684 0.441624283
## [6691] 0.006447070 0.063396187 0.001074512 0.002149023 0.224572932 0.004298047
## [6697] 0.345992748 0.008596093 0.305161305 1.596724295 0.101004094 0.406165399
## [6703] 0.062321675 0.010745116 0.075215815 3.436073317 0.046204000 1.100299918
## [6709] 0.001074512 0.596353959 0.108525675 1.839563925 0.003223535 0.004298047
## [6715] 0.009670605 0.356737864 0.001074512 0.012894140 0.015043163 0.238541584
## [6721] 0.006447070 1.284041408 0.192337583 0.628589308 0.607099076 0.617844192
## [6727] 0.073066791 0.007521581 0.001074512 1.572010527 0.150431629 0.001074512
## [6733] 0.010745116 0.001074512 0.007521581 0.000000000 0.012894140 0.002149023
## [6739] 0.003223535 0.017192186 0.073066791 0.426581120 1.143280383 0.676942332
## [6745] 0.012894140 0.000000000 1.560190899 0.000000000 0.049427535 3.436073317
## [6751] 0.001074512 0.514691075 0.300863259 0.007521581 0.003223535 0.001074512
## [6757] 0.564118610 0.712401216 0.002149023 0.001074512 0.517914610 0.001074512
## [6763] 0.039756931 0.004298047 1.074511638 0.002149023 0.552298982 0.909036846
## [6769] 0.002149023 0.009670605 0.184816002 0.215976839 0.362110422 0.002149023
## [6775] 0.702730611 0.002149023 0.482455726 0.044054977 0.004298047 0.569491168
## [6781] 0.017192186 0.018266698 0.816628845 0.479232191 0.003223535 0.001074512
## [6787] 0.007521581 0.002149023 0.001074512 1.423727921 0.015043163 0.002149023
## [6793] 0.002149023 0.009670605 0.005372558 0.001074512 0.018266698 0.020415721
## [6799] 0.124643350 0.018266698 0.020415721 0.395420283 1.362480757 0.000000000
## [6805] 0.001074512 0.021490233 0.003223535 0.002149023 0.009670605 3.436073317
## [6811] 0.000000000 0.001074512 0.002149023 0.007521581 0.010745116 0.012894140
## [6817] 0.021490233 0.008596093 0.004298047 0.008596093 0.002149023 0.076290326
## [6823] 0.012894140 0.015043163 0.185890513 0.133239443 0.093482513 0.325577026
## [6829] 0.085960931 0.114972745 0.103153117 0.156878699 0.483530237 0.231020002
## [6835] 0.120345303 0.142910048 0.350290794 0.143984560 0.020415721 0.106376652
## [6841] 0.102078606 0.102078606 0.020415721 0.056949117 0.157953211 0.160102234
## [6847] 0.148282606 0.229945491 0.164400281 0.182666979 0.665122704 0.179443444
## [6853] 0.083811908 0.141835536 0.116047257 0.020415721 0.170847350 0.059098140
## [6859] 0.127866885 0.113898234 0.150431629 0.153655164 0.484604749 0.202008188
## [6865] 0.125717862 0.258957305 0.104227629 0.182666979 0.075215815 0.232094514
## [6871] 0.123568838 0.087035443 0.293341677 0.106376652 0.138612001 0.087035443
## [6877] 0.745711077 0.215976839 0.182666979 0.373930050 0.046204000 0.229945491
## [6883] 0.318055445 0.020415721 0.339545678 0.410463446 0.284745584 0.217051351
## [6889] 0.155804188 0.647930518 0.679091355 0.139686513 0.656526611 0.683389402
## [6895] 0.147208094 0.289043631 0.742487542 0.064470698 0.186965025 0.082737396
## [6901] 0.038682419 0.080588373 0.206306235 0.381451632 0.077364838 0.074141303
## [6907] 0.108525675 0.344918236 0.609248099 0.438400748 0.342769213 0.335247631
## [6913] 0.355663352 0.088109954 0.104227629 0.405090888 0.056949117 0.125717862
## [6919] 0.746785589 0.329875073 0.365333957 0.433028190 0.388973213 0.491051819
## [6925] 0.073066791 0.170847350 0.155804188 0.325577026 0.269702421 0.260031816
## [6931] 0.525436191 0.375004562 0.270776933 0.523287168 0.394345771 0.315906422
## [6937] 0.435177214 0.267553398 0.068768745 1.004668382 0.157953211 0.227796467
## [6943] 0.488902795 0.058023628 0.387898701 0.150431629 0.241765119 0.324502515
## [6949] 0.332024096 0.076290326 0.059098140 0.147208094 0.127866885 0.737114984
## [6955] 0.096706047 0.090258978 0.515765586 1.305531641 0.328800561 0.178368932
## [6961] 0.178368932 0.274000468 0.113898234 0.746785589 0.635036378 0.205231723
## [6967] 0.266478886 0.262180840 0.667271727 0.661899169 0.353514329 0.184816002
## [6973] 0.053725582 0.059098140 0.047278512 0.048353024 0.428730144 0.068768745
## [6979] 0.314831910 1.534402620 0.618918704 0.684463914 0.166549304 0.197710141
## [6985] 0.114972745 0.248212188 0.046204000 0.085960931 0.269702421 0.163325769
## [6991] 0.278298514 0.191263072 0.244988654 0.646856006 0.200933676 0.231020002
## [6997] 0.127866885 0.095631536 0.050502047 0.055874605 0.065545210 0.264329863
## [7003] 0.188039537 0.127866885 0.233169026 0.538330331 0.034384372 0.039756931
## [7009] 0.046204000 0.334173120 0.476008656 0.188039537 0.123568838 0.643632471
## [7015] 1.651524388 0.048353024 0.063396187 0.399718329 0.016117675 0.189114048
## [7021] 0.044054977 0.493200842 0.058023628 0.022564744 0.166549304 0.030086326
## [7027] 0.042980466 0.380377120 0.263255351 0.508244005 0.199859165 0.019341209
## [7033] 0.386824190 0.015043163 0.029011814 0.145059071 0.107451164 0.056949117
## [7039] 1.125013685 0.052651070 0.165474792 0.420134051 0.117121769 0.050502047
## [7045] 0.258957305 0.548000936 0.042980466 0.704879635 0.074141303 0.125717862
## [7051] 3.436073317 0.067694233 1.425876944 0.324502515 0.254659258 0.493200842
## [7057] 0.159027722 0.255733770 0.453443911 0.035458884 0.483530237 0.078439350
## [7063] 0.030086326 0.076290326 0.596353959 0.590981401 0.036533396 0.126792373
## [7069] 0.110674699 0.718848286 0.137537490 0.513616563 0.323428003 0.359961399
## [7075] 1.277594338 0.284745584 0.094557024 0.020415721 0.019341209 0.275074979
## [7081] 0.073066791 0.281522049 0.139686513 0.680165867 0.321278980 0.029011814
## [7087] 0.123568838 0.049427535 0.034384372 0.204157211 0.154729676 0.394345771
## [7093] 0.049427535 1.431249502 0.368557492 0.012894140 0.373930050 0.011819628
## [7099] 0.296565212 0.149357118 0.411537957 0.188039537 0.255733770 0.246063165
## [7105] 0.128941397 0.041905954 0.172996374 0.149357118 0.371781027 0.388973213
## [7111] 0.501796935 0.247137677 0.506094982 0.135388466 0.664048192 0.336322143
## [7117] 0.058023628 0.053725582 0.047278512 0.083811908 0.466338051 1.255029594
## [7123] 0.465263539 0.157953211 0.108525675 0.070917768 0.034384372 0.063396187
## [7129] 0.196635630 0.039756931 0.075215815 0.035458884 0.343843724 0.080588373
## [7135] 0.410463446 0.207380746 0.050502047 0.204157211 0.186965025 0.426581120
## [7141] 0.159027722 0.518989121 0.032235349 0.128941397 0.099929582 0.383600655
## [7147] 0.049427535 0.468487074 0.045129489 0.018266698 0.224572932 0.193412095
## [7153] 0.095631536 0.420134051 0.560895075 0.053725582 0.074141303 0.022564744
## [7159] 0.104227629 0.197710141 0.077364838 3.436073317 0.916558428 1.097076383
## [7165] 0.435177214 0.056949117 0.017192186 0.213827816 0.059098140 0.770424845
## [7171] 0.149357118 0.027937303 0.505020470 0.356737864 0.033309861 0.285820096
## [7177] 0.064470698 0.038682419 0.070917768 0.049427535 0.049427535 0.001074512
## [7183] 1.274370803 0.211678793 0.071992280 0.034384372 0.608173587 0.122494327
## [7189] 0.073066791 0.097780559 0.269702421 0.151506141 0.055874605 0.026862791
## [7195] 0.280447538 0.130015908 0.008596093 0.042980466 0.067694233 0.021490233
## [7201] 0.045129489 0.308384840 0.029011814 0.047278512 0.019341209 0.482455726
## [7207] 0.254659258 0.232094514 0.058023628 0.772573868 0.227796467 0.218125863
## [7213] 0.410463446 0.448071353 0.250361212 0.237467072 0.102078606 0.103153117
## [7219] 0.032235349 0.171921862 0.190188560 0.366408469 0.045129489 0.222423909
## [7225] 0.073066791 0.056949117 0.016117675 0.306235817 0.217051351 0.109600187
## [7231] 0.044054977 0.029011814 0.323428003 0.036533396 0.786542519 0.400792841
## [7237] 0.621067727 0.011819628 0.090258978 0.145059071 0.510393028 0.737114984
## [7243] 0.243914142 0.377153585 0.955240846 0.073066791 0.659750146 0.347067259
## [7249] 0.141835536 0.125717862 0.031160838 0.291192654 0.617844192 0.132164932
## [7255] 3.436073317 0.630738332 0.016117675 0.238541584 0.229945491 0.104227629
## [7261] 0.279373026 0.119270792 0.066619722 0.287969119 0.636110890 0.081662885
## [7267] 0.098855071 0.235318049 0.149357118 0.734965961 0.076290326 0.076290326
## [7273] 0.033309861 0.788691543 0.152580653 0.030086326 0.744636565 0.355663352
## [7279] 0.435177214 0.061247163 0.446996842 0.506094982 0.107451164 0.160102234
## [7285] 0.243914142 0.467412563 0.038682419 1.235688384 0.138612001 0.179443444
## [7291] 0.443773307 0.134313955 0.116047257 0.662973681 1.021860568 0.038682419
## [7297] 0.066619722 2.394011930 0.052651070 0.008596093 0.247137677 1.340990525
## [7303] 0.381451632 0.079513861 0.177294420 0.636110890 0.003223535 0.059098140
## [7309] 0.355663352 1.204527547 0.097780559 0.050502047 0.110674699 0.134313955
## [7315] 0.003223535 0.242839630 0.350290794 0.704879635 0.045129489 0.584534331
## [7321] 0.815554334 0.510393028 0.365333957 0.398643818 1.290488478 0.082737396
## [7327] 0.042980466 1.205602058 1.202378523 0.120345303 0.063396187 0.412612469
## [7333] 0.165474792 0.164400281 0.212753304 0.421208562 0.436251725 0.003223535
## [7339] 0.223498421 1.047648847 0.402941864 0.916558428 0.717773774 1.334543455
## [7345] 0.066619722 0.277224003 0.062321675 0.095631536 0.109600187 0.136462978
## [7351] 0.079513861 0.368557492 0.852087729 0.159027722 0.143984560 0.090258978
## [7357] 0.684463914 0.085960931 0.747860100 0.332024096 0.189114048 0.350290794
## [7363] 1.054095917 0.119270792 0.636110890 0.080588373 1.799806994 0.070917768
## [7369] 0.950942800 0.001074512 0.647930518 0.067694233 0.139686513 0.787617031
## [7375] 0.202008188 0.008596093 0.022564744 0.004298047 0.306235817 0.455592935
## [7381] 0.657601123 0.045129489 0.301937770 0.027937303 0.022564744 0.265404375
## [7387] 0.044054977 0.030086326 0.256808282 0.002149023 0.733891449 0.085960931
## [7393] 0.423357586 0.621067727 1.162621593 0.160102234 0.779020938 0.936974149
## [7399] 0.041905954 0.010745116 0.079513861 0.022564744 0.361035910 0.251435723
## [7405] 0.214902328 0.020415721 0.065545210 0.320204468 0.651154053 0.381451632
## [7411] 0.004298047 0.567342145 0.037607907 0.184816002 0.748934612 0.069843256
## [7417] 0.200933676 0.989625219 0.106376652 0.337396654 0.697358053 0.022564744
## [7423] 0.046204000 0.961687916 0.761828752 0.385749678 1.685908761 0.359961399
## [7429] 0.949868288 0.059098140 0.160102234 0.154729676 0.040831442 0.505020470
## [7435] 0.040831442 1.113194057 0.748934612 0.476008656 0.008596093 0.172996374
## [7441] 0.349216282 0.979954614 1.192707919 0.024713768 0.351365306 0.052651070
## [7447] 1.061617499 0.036533396 0.542628377 0.101004094 3.436073317 0.060172652
## [7453] 0.450220376 0.175145397 0.306235817 1.305531641 3.436073317 0.079513861
## [7459] 0.566267633 0.328800561 0.005372558 0.210604281 0.601726517 0.087035443
## [7465] 0.146133583 0.002149023 0.345992748 0.990699731 0.107451164 0.224572932
## [7471] 0.805883729 0.523287168 0.131090420 0.077364838 1.122864662 1.264700198
## [7477] 0.565193122 0.087035443 0.001074512 0.030086326 0.267553398 0.009670605
## [7483] 0.006447070 0.264329863 1.016488010 1.385045502 1.019711545 0.940197684
## [7489] 0.992848754 0.107451164 0.399718329 1.129311732 0.633961867 0.446996842
## [7495] 0.341694701 1.210974616 1.385045502 0.071992280 0.380377120 0.025788279
## [7501] 0.001074512 0.003223535 0.724220844 0.047278512 0.141835536 0.068768745
## [7507] 0.511467540 0.747860100 0.431953679 0.353514329 1.008966428 0.501796935
## [7513] 0.300863259 0.244988654 1.270072757 1.090629313 0.073066791 0.222423909
## [7519] 0.236392560 0.507169493 1.696653877 0.143984560 0.039756931 0.112823722
## [7525] 0.528659726 0.001074512 0.207380746 0.092408001 0.106376652 1.171217686
## [7531] 0.324502515 0.020415721 0.332024096 0.004298047 0.000000000 0.446996842
## [7537] 0.005372558 2.117862439 0.454518423 0.191263072 0.075215815 0.180517955
## [7543] 0.168698327 0.033309861 0.062321675 0.673718797 0.376079073 0.150431629
## [7549] 0.004298047 0.199859165 0.263255351 0.479232191 0.006447070 0.021490233
## [7555] 0.555522517 0.258957305 0.011819628 0.003223535 1.784763831 0.001074512
## [7561] 0.612471634 0.003223535 0.019341209 0.509318517 0.004298047 0.150431629
## [7567] 0.003223535 0.709177681 0.048353024 0.771499356 1.028307638 0.001074512
## [7573] 0.093482513 0.012894140 0.009670605 0.025788279 0.010745116 0.004298047
## [7579] 0.015043163 0.015043163 0.073066791 0.005372558 0.277224003 0.001074512
## [7585] 0.585608843 0.249286700 0.953091823 0.015043163 0.156878699 0.032235349
## [7591] 0.384675167 0.054800094 0.622142239 0.007521581 0.040831442 0.003223535
## [7597] 0.005372558 0.018266698 0.120345303 0.130015908 0.678016844 0.017192186
## [7603] 0.393271260 0.006447070 0.004298047 0.083811908 0.077364838 0.024713768
## [7609] 0.176219909 0.005372558 0.336322143 0.407239911 1.050872382 0.366408469
## [7615] 0.105302141 0.632887355 0.258957305 0.658675634 0.013968651 0.122494327
## [7621] 0.003223535 0.202008188 0.000000000 0.847789683 0.008596093 0.812330799
## [7627] 0.769350333 0.006447070 0.001074512 0.002149023 0.260031816 0.071992280
## [7633] 0.473859633 0.006447070 0.003223535 1.137907825 0.010745116 0.023639256
## [7639] 0.285820096 0.001074512 0.170847350 0.017192186 0.250361212 0.007521581
## [7645] 0.096706047 0.012894140 0.067694233 0.452369400 0.007521581 0.022564744
## [7651] 0.520063633 0.420134051 0.003223535 1.691281319 0.002149023 0.068768745
## [7657] 0.038682419 0.348141771 0.001074512 0.372855539 0.002149023 0.040831442
## [7663] 0.168698327 0.003223535 0.016117675 0.613546145 0.007521581 1.956685693
## [7669] 0.212753304 0.310533863 0.019341209 0.001074512 0.017192186 0.442698795
## [7675] 0.001074512 1.131460755 0.001074512 0.431953679 0.004298047 0.001074512
## [7681] 0.012894140 0.833821031 0.438400748 0.011819628 0.012894140 0.015043163
## [7687] 0.017192186 0.017192186 0.012894140 0.001074512 0.004298047 0.002149023
## [7693] 0.381451632 0.004298047 0.003223535 0.075215815 0.024713768 1.451665223
## [7699] 0.277224003 0.909036846 0.015043163 0.838119078 0.008596093 1.118566616
## [7705] 0.000000000 0.885397590 0.006447070 0.001074512 1.071288103 0.499647912
## [7711] 0.870354427 0.002149023 0.002149023 0.444847818 0.083811908 0.305161305
## [7717] 0.219200374 0.019341209 0.814479822 1.446292665 0.076290326 1.317351269
## [7723] 0.006447070 0.001074512 0.005372558 0.011819628 0.362110422 1.856756111
## [7729] 0.034384372 0.009670605 0.015043163 0.002149023 0.009670605 1.141131360
## [7735] 0.044054977 0.008596093 0.010745116 0.017192186 0.002149023 0.284745584
## [7741] 2.184482161 0.002149023 0.002149023 0.391122236 0.025788279 0.035458884
## [7747] 0.062321675 0.004298047 0.003223535 0.001074512 0.017192186 0.017192186
## [7753] 0.007521581 0.283671073 0.001074512 0.013968651 0.006447070 0.039756931
## [7759] 0.003223535 0.016117675 0.005372558 0.006447070 0.002149023 0.025788279
## [7765] 0.003223535 0.002149023 0.011819628 0.001074512 0.001074512 0.004298047
## [7771] 0.002149023 0.003223535 0.003223535 0.001074512 0.338471166 0.065545210
## [7777] 0.075215815 0.055874605 0.661899169 0.231020002 0.070917768 0.067694233
## [7783] 0.089184466 0.098855071 0.136462978 0.120345303 0.070917768 0.153655164
## [7789] 0.077364838 0.089184466 0.265404375 0.180517955 0.016117675 0.149357118
## [7795] 0.090258978 0.136462978 0.116047257 0.179443444 0.197710141 0.074141303
## [7801] 0.251435723 0.147208094 0.069843256 0.051576559 0.053725582 0.089184466
## [7807] 0.050502047 0.083811908 0.402941864 0.051576559 0.177294420 0.089184466
## [7813] 1.573085039 0.092408001 0.060172652 0.152580653 0.117121769 0.410463446
## [7819] 0.135388466 0.185890513 0.155804188 0.392196748 0.456667446 0.184816002
## [7825] 0.083811908 0.246063165 0.181592467 0.496424377 0.146133583 0.094557024
## [7831] 0.194486607 1.338841501 0.164400281 0.705954146 0.959538893 0.185890513
## [7837] 0.206306235 0.069843256 0.477083167 0.079513861 0.120345303 0.392196748
## [7843] 0.035458884 0.235318049 0.099929582 0.150431629 0.188039537 0.297639724
## [7849] 0.034384372 0.027937303 0.046204000 0.194486607 0.117121769 0.000000000
## [7855] 0.635036378 0.062321675 0.198784653 0.872503450 0.229945491 0.070917768
## [7861] 0.309459352 0.264329863 0.220274886 0.139686513 0.342769213 0.099929582
## [7867] 0.118196280 0.640408936 0.207380746 0.136462978 0.535106796 0.311608375
## [7873] 0.134313955 0.042980466 0.214902328 0.099929582 0.107451164 0.124643350
## [7879] 0.327726050 0.473859633 0.096706047 0.211678793 0.061247163 0.438400748
## [7885] 0.540479354 0.343843724 0.149357118 0.200933676 0.031160838 0.040831442
## [7891] 0.046204000 0.412612469 0.066619722 0.064470698 0.049427535 0.120345303
## [7897] 0.147208094 0.213827816 0.101004094 0.091333489 0.062321675 0.033309861
## [7903] 0.127866885 0.326651538 0.294416189 0.410463446 0.670495262 0.087035443
## [7909] 0.162251257 0.171921862 0.031160838 0.159027722 0.089184466 0.321278980
## [7915] 0.125717862 0.911185869 0.066619722 0.077364838 0.119270792 0.069843256
## [7921] 0.293341677 0.348141771 1.051946894 0.228870979 0.058023628 0.211678793
## [7927] 0.386824190 0.137537490 0.344918236 0.215976839 0.133239443 0.260031816
## [7933] 0.119270792 0.221349397 0.033309861 0.285820096 0.150431629 0.335247631
## [7939] 0.044054977 0.041905954 0.499647912 0.114972745 0.146133583 0.241765119
## [7945] 0.064470698 1.048723359 0.013968651 0.680165867 0.247137677 0.330949585
## [7951] 0.347067259 0.586683355 0.211678793 0.426581120 0.020415721 0.031160838
## [7957] 0.032235349 0.019341209 0.107451164 0.017192186 0.106376652 0.091333489
## [7963] 0.437326237 0.159027722 0.111749210 0.109600187 0.375004562 0.127866885
## [7969] 0.146133583 2.000740671 0.225647444 0.135388466 0.042980466 0.025788279
## [7975] 0.042980466 0.083811908 0.011819628 0.045129489 0.452369400 0.163325769
## [7981] 0.249286700 0.083811908 0.157953211 1.450590712 0.040831442 0.221349397
## [7987] 1.959909228 0.122494327 0.168698327 0.120345303 0.292267166 0.505020470
## [7993] 0.260031816 0.234243537 0.324502515 0.229945491 0.514691075 0.033309861
## [7999] 0.079513861 0.204157211 0.488902795 0.137537490 0.455592935 0.340620189
## [8005] 0.667271727 0.425506609 0.635036378 0.088109954 0.093482513 0.210604281
## [8011] 0.137537490 0.077364838 0.929452567 0.176219909 0.438400748 0.198784653
## [8017] 0.142910048 0.480306702 0.365333957 0.387898701 0.287969119 0.270776933
## [8023] 0.051576559 0.239616095 0.088109954 0.055874605 0.453443911 0.234243537
## [8029] 0.656526611 0.044054977 0.366408469 0.108525675 0.397569306 0.082737396
## [8035] 0.470636098 0.152580653 0.020415721 0.053725582 0.081662885 0.343843724
## [8041] 0.395420283 0.350290794 0.727444379 0.182666979 0.271851445 0.087035443
## [8047] 0.743562054 0.212753304 0.928378056 0.137537490 0.023639256 0.218125863
## [8053] 0.084886419 0.156878699 0.197710141 0.083811908 0.502871447 0.172996374
## [8059] 1.080958708 0.037607907 0.041905954 0.083811908 0.071992280 0.196635630
## [8065] 0.120345303 0.052651070 0.200933676 0.126792373 0.025788279 0.277224003
## [8071] 0.064470698 0.889695637 0.310533863 0.008596093 0.040831442 0.067694233
## [8077] 0.322353492 0.046204000 0.104227629 0.179443444 0.077364838 0.050502047
## [8083] 0.023639256 0.019341209 0.828448473 0.171921862 0.134313955 0.019341209
## [8089] 0.202008188 0.224572932 0.085960931 0.219200374 2.230686161 0.104227629
## [8095] 0.121419815 0.703805123 0.020415721 0.231020002 0.027937303 0.405090888
## [8101] 0.026862791 0.256808282 0.146133583 0.082737396 0.097780559 0.064470698
## [8107] 0.131090420 0.467412563 0.218125863 0.236392560 0.299788747 0.198784653
## [8113] 0.030086326 0.114972745 0.102078606 0.050502047 0.446996842 0.178368932
## [8119] 0.077364838 0.135388466 0.428730144 0.185890513 0.018266698 0.034384372
## [8125] 0.528659726 1.014338987 0.446996842 1.061617499 0.027937303 0.674793309
## [8131] 0.016117675 0.219200374 0.087035443 0.277224003 0.093482513 0.007521581
## [8137] 0.364259445 0.058023628 0.029011814 0.031160838 0.124643350 0.303012282
## [8143] 0.142910048 0.161176746 0.119270792 0.348141771 0.065545210 0.061247163
## [8149] 0.088109954 0.164400281 0.041905954 0.421208562 0.194486607 1.066990057
## [8155] 0.016117675 0.679091355 0.082737396 0.013968651 0.084886419 0.019341209
## [8161] 0.399718329 0.209529769 0.090258978 1.674089133 0.018266698 0.446996842
## [8167] 3.436073317 0.203082700 0.031160838 0.087035443 0.148282606 0.032235349
## [8173] 0.112823722 0.107451164 0.101004094 0.089184466 0.042980466 0.109600187
## [8179] 0.032235349 0.035458884 0.296565212 0.219200374 0.320204468 0.155804188
## [8185] 0.030086326 0.167623816 0.044054977 1.199154988 0.082737396 0.036533396
## [8191] 0.101004094 0.058023628 0.327726050 0.037607907 0.012894140 0.587757866
## [8197] 0.896142706 0.457741958 0.517914610 0.077364838 0.131090420 0.021490233
## [8203] 0.481381214 0.478157679 0.046204000 0.018266698 0.831672008 0.306235817
## [8209] 0.146133583 0.038682419 0.895068195 0.954166335 0.188039537 0.438400748
## [8215] 0.056949117 0.034384372 0.540479354 0.493200842 0.367482980 0.067694233
## [8221] 0.775797403 0.257882793 0.102078606 0.122494327 0.231020002 0.151506141
## [8227] 0.427655632 3.436073317 0.145059071 1.109970522 0.061247163 0.277224003
## [8233] 0.089184466 0.564118610 0.017192186 1.524732015 0.095631536 0.097780559
## [8239] 0.739264007 0.030086326 0.102078606 0.233169026 0.031160838 0.373930050
## [8245] 0.524361680 0.062321675 0.108525675 0.106376652 0.169772839 0.269702421
## [8251] 0.067694233 0.510393028 0.615695169 0.275074979 0.308384840 0.175145397
## [8257] 0.304086794 0.189114048 0.088109954 0.262180840 0.027937303 0.032235349
## [8263] 0.121419815 0.111749210 0.051576559 0.477083167 0.063396187 0.153655164
## [8269] 0.094557024 0.587757866 0.131090420 0.116047257 0.130015908 1.239986431
## [8275] 0.218125863 0.142910048 0.653303076 0.330949585 0.557671540 0.356737864
## [8281] 0.141835536 1.028307638 0.042980466 0.661899169 0.068768745 0.443773307
## [8287] 1.130386244 0.278298514 0.617844192 0.184816002 0.000000000 0.124643350
## [8293] 0.053725582 0.465263539 0.044054977 0.001074512 0.228870979 1.025084103
## [8299] 0.122494327 0.010745116 0.313757398 0.061247163 0.029011814 0.063396187
## [8305] 0.044054977 0.029011814 0.070917768 0.563044098 0.175145397 0.025788279
## [8311] 0.714550239 0.050502047 0.324502515 0.164400281 0.125717862 0.193412095
## [8317] 0.002149023 0.002149023 0.002149023 0.320204468 0.046204000 0.007521581
## [8323] 0.577012750 0.271851445 0.561969587 0.035458884 0.106376652 0.009670605
## [8329] 0.098855071 0.056949117 0.258957305 0.045129489 0.052651070 0.012894140
## [8335] 0.056949117 0.010745116 0.003223535 0.038682419 0.007521581 0.003223535
## [8341] 0.229945491 0.007521581 0.275074979 0.089184466 0.041905954 0.321278980
## [8347] 0.333098608 0.464189028 0.739264007 0.058023628 0.019341209 0.197710141
## [8353] 0.585608843 0.026862791 0.103153117 0.133239443 1.538700666 0.161176746
## [8359] 0.396494795 0.002149023 0.471710609 0.266478886 0.038682419 0.286894607
## [8365] 0.077364838 0.710252193 0.162251257 0.307310329 0.053725582 0.059098140
## [8371] 0.001074512 0.523287168 1.075586150 0.681240379 0.050502047 0.220274886
## [8377] 0.149357118 0.704879635 0.961687916 0.508244005 0.199859165 0.211678793
## [8383] 0.095631536 0.023639256 0.860683822 0.363184934 0.194486607 0.140761025
## [8389] 0.268627910 3.436073317 0.484604749 0.253584747 0.026862791 0.570565680
## [8395] 0.252510235 0.521138145 0.041905954 0.598502983 0.060172652 0.683389402
## [8401] 0.181592467 0.166549304 0.249286700 0.950942800 0.003223535 0.002149023
## [8407] 0.001074512 0.330949585 0.477083167 0.529734238 0.161176746 0.136462978
## [8413] 0.177294420 0.046204000 0.373930050 0.001074512 0.785468008 0.023639256
## [8419] 0.219200374 0.004298047 0.021490233 0.002149023 0.497498889 1.018637033
## [8425] 2.054466253 0.095631536 2.155470347 0.056949117 0.270776933 0.004298047
## [8431] 0.046204000 0.423357586 0.001074512 0.004298047 0.479232191 1.309829687
## [8437] 1.032605684 0.108525675 0.121419815 1.760050064 0.732816937 0.016117675
## [8443] 0.081662885 0.437326237 0.194486607 0.476008656 0.125717862 1.201304012
## [8449] 1.534402620 0.285820096 1.147578430 0.296565212 0.328800561 0.415836004
## [8455] 0.556597029 1.061617499 0.082737396 0.189114048 0.063396187 0.809107264
## [8461] 0.983178149 0.196635630 0.534032284 0.269702421 0.315906422 0.561969587
## [8467] 0.615695169 0.127866885 0.016117675 0.004298047 0.003223535 0.003223535
## [8473] 0.198784653 0.280447538 1.847085506 0.270776933 0.232094514 1.492496666
## [8479] 0.687687449 0.097780559 0.011819628 0.330949585 0.599577494 0.004298047
## [8485] 1.437696572 1.950238624 0.982103637 0.146133583 0.071992280 0.415836004
## [8491] 0.048353024 0.429804655 0.737114984 0.413686981 0.886472102 0.292267166
## [8497] 0.789766054 0.548000936 0.022564744 0.002149023 0.723146333 0.001074512
## [8503] 0.003223535 0.344918236 0.010745116 0.008596093 0.932676102 0.001074512
## [8509] 0.007521581 0.530808749 0.087035443 0.003223535 0.002149023 0.152580653
## [8515] 0.008596093 0.016117675 0.293341677 0.006447070 0.184816002 0.058023628
## [8521] 0.001074512 0.193412095 0.001074512 0.003223535 0.469561586 0.089184466
## [8527] 0.019341209 0.127866885 1.333468943 0.002149023 0.001074512 0.002149023
## [8533] 0.015043163 0.322353492 0.005372558 0.031160838 0.271851445 0.004298047
## [8539] 0.029011814 0.003223535 0.008596093 0.004298047 0.463114516 0.024713768
## [8545] 0.039756931 0.154729676 0.001074512 0.060172652 0.011819628 0.635036378
## [8551] 0.120345303 0.034384372 1.107821499 0.122494327 0.315906422 0.039756931
## [8557] 0.257882793 0.026862791 0.001074512 0.164400281 0.011819628 0.024713768
## [8563] 0.002149023 0.015043163 0.013968651 0.254659258 0.034384372 0.002149023
## [8569] 0.002149023 0.054800094 0.020415721 0.236392560 0.005372558 0.898291730
## [8575] 0.001074512 0.001074512 0.219200374 0.020415721 0.252510235 0.046204000
## [8581] 0.022564744 0.626440285 0.001074512 0.237467072 0.102078606 0.017192186
## [8587] 0.034384372 0.019341209 0.031160838 0.005372558 0.004298047 0.016117675
## [8593] 0.009670605 0.775797403 0.012894140 0.022564744 0.295490701 0.029011814
## [8599] 0.008596093 0.130015908 0.916558428 0.361035910 0.003223535 0.012894140
## [8605] 0.035458884 0.471710609 0.126792373 0.005372558 0.000000000 0.382526143
## [8611] 0.114972745 0.182666979 0.437326237 0.003223535 0.370706515 0.471710609
## [8617] 0.009670605 0.127866885 0.006447070 0.204157211 0.651154053 0.820926892
## [8623] 0.022564744 0.468487074 0.001074512 0.018266698 1.088480290 0.016117675
## [8629] 0.015043163 0.001074512 0.136462978 0.004298047 0.959538893 0.340620189
## [8635] 0.001074512 1.471006433 0.011819628 0.417985027 0.000000000 0.265404375
## [8641] 0.191263072 0.042980466 0.207380746 0.638259913 0.000000000 0.752158147
## [8647] 0.005372558 0.099929582 0.319129957 0.047278512 0.003223535 0.027937303
## [8653] 0.002149023 1.126088197 0.843491636 0.004298047 0.020415721 0.006447070
## [8659] 0.062321675 0.528659726 0.002149023 0.002149023 0.004298047 0.010745116
## [8665] 0.004298047 0.441624283 0.651154053 0.030086326 0.369632004 1.523657503
## [8671] 0.005372558 0.256808282 0.005372558 0.000000000 0.003223535 0.532957773
## [8677] 0.003223535 0.940197684 0.003223535 0.001074512 0.013968651 0.002149023
## [8683] 0.013968651 0.003223535 0.002149023 0.001074512 0.002149023 0.050502047
## [8689] 0.001074512 0.011819628 0.520063633 0.311608375 0.078439350 0.003223535
## [8695] 0.493200842 0.035458884 0.003223535 0.683389402 0.123568838 0.038682419
## [8701] 0.728518891 0.805883729 0.000000000 0.001074512 0.005372558 0.001074512
## [8707] 0.001074512 0.001074512 0.084886419 0.002149023 0.002149023 0.543702889
## [8713] 0.000000000 0.056949117 0.017192186 0.004298047 0.001074512 0.005372558
## [8719] 0.137537490 0.002149023 0.041905954 0.002149023 0.009670605
summary(third_encod$negative_ratings)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##     0.0    32.0    88.0   174.3   197.0  5151.0
summary(third_encod$price)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    -1.0    22.0   148.0   194.1   278.0  2048.0
summary(third_encod$achievements)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00    0.00   12.00   39.43   31.00 9821.00
#summary(third_encod$required_age)
summary(third_encod$median_playtime)
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##      0.0      0.0    113.0    592.9    288.0 481165.0
summary(third_encod$average_playtime)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0     105     498     271  240946
summary(third_encod$positive_ratings)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##     0.0    96.5   340.0   811.1   949.5 19546.0
histogram(third_encod$negative_ratings)

histogram(third_encod$price)

histogram(third_encod$achievements)

#histogram(third_encod$required_age)
histogram(third_encod$median_playtime)

histogram(third_encod$average_playtime)

histogram(third_encod$positive_ratings)

histogram(negative_ratings_encod)

histogram(price_encod)

histogram(achievements_encod)

#histogram(required_age_encod)
histogram(median_playtime_encod)

histogram(average_playtime_encod)

histogram(positive_ratings_encod)

histogram(PLOTER$average_playtime)

histogram(average_playtime_encod)

histogram(average_playtime_encod_cap)

histogram(PLOTER$positive_ratings)

histogram(positive_ratings_encod)

histogram(positive_ratings_encod_cap)

third_encod$english <- as.factor(third_encod$english )
fourth_encod<- third_encod %>%  select_if(is.factor)

fourth_encod <- cbind(fourth_encod,third_encod$release_date)
#fourth_encod <- cbind(fourth_encod,third_encod$english)
fourth_encod <- cbind(fourth_encod,negative_ratings_encod)
fourth_encod <- cbind(fourth_encod,price_encod)
fourth_encod <- cbind(fourth_encod,achievements_encod)
fourth_encod <- cbind(fourth_encod,median_playtime_encod)
fourth_encod <- cbind(fourth_encod,average_playtime_encod)
fourth_encod <- cbind(fourth_encod,positive_ratings_encod)
glimpse(fourth_encod)
## Rows: 8,723
## Columns: 43
## $ english                    <fct> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1…
## $ windows                    <fct> windows, windows, windows, windows, windows…
## $ mac                        <fct> 0, 0, linux, 0, mac, 0, 0, mac, 0, mac, mac…
## $ linux                      <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, linux, 0, 0, 0, …
## $ required_age               <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ categories1                <fct> Single-player, Multi-player, Single-player,…
## $ categories2                <fct> Steam Trading Cards, PvP, Multi-player, Ste…
## $ categories3                <fct> Steam Cloud, Online PvP, Co-op, Full contro…
## $ categories4                <fct> 0, Partial Controller Support, Online Co-op…
## $ categories5                <fct> 0, Steam Cloud, 0, 0, 0, Co-op, Steam Works…
## $ categories6                <fct> 0, 0, 0, 0, 0, Online Co-op, Steam Cloud, 0…
## $ categories7                <fct> 0, 0, 0, 0, 0, Steam Achievements, Includes…
## $ categories8                <fct> 0, 0, 0, 0, 0, Full controller support, Rem…
## $ categories9                <fct> 0, 0, 0, 0, 0, Steam Trading Cards, 0, 0, 0…
## $ categories10               <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ categories11               <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ categories12               <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ categories13               <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ categories14               <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ categories15               <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ categories16               <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ genres1                    <fct> Adventure, Action, Action, Action, Action, …
## $ genres2                    <fct> RPG, Casual, Indie, Adventure, Adventure, A…
## $ genres3                    <fct> 0, Free to Play, 0, RPG, Casual, Racing, Si…
## $ genres4                    <fct> 0, Indie, 0, 0, Indie, 0, Strategy, 0, 0, 0…
## $ genres5                    <fct> 0, 0, 0, 0, Strategy, 0, Early Access, 0, 0…
## $ genres6                    <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ genres7                    <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ genres8                    <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ genres9                    <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ genres10                   <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ genres11                   <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ steamspy_tags1             <fct> Sexual Content, Action, Zombies, RPG, Actio…
## $ steamspy_tags2             <fct> Pixel Graphics, Indie, Blood, Adventure, Ad…
## $ steamspy_tags3             <fct> Anime, Free to Play, Gore, Action, Horror, …
## $ owners                     <fct> 200000-500000, 200000-500000, 200000-500000…
## $ `third_encod$release_date` <dbl> -0.7723930, -0.7332520, -0.6707928, -0.8964…
## $ negative_ratings_encod     <dbl> 4, 4, 1, 4, 3, 4, 3, 4, 4, 3, 4, 4, 4, 4, 4…
## $ price_encod                <dbl> 4, 1, 2, 4, 2, 4, 4, 3, 2, 4, 1, 1, 1, 4, 1…
## $ achievements_encod         <dbl> 1, 2, 1, 4, 1, 4, 1, 4, 1, 1, 3, 3, 4, 4, 3…
## $ median_playtime_encod      <dbl> 4, 1, 1, 4, 2, 3, 4, 4, 2, 1, 2, 2, 3, 4, 2…
## $ average_playtime_encod     <dbl> 4, 1, 1, 4, 2, 3, 4, 4, 2, 1, 2, 2, 4, 4, 2…
## $ positive_ratings_encod     <dbl> 4, 4, 1, 4, 4, 4, 4, 4, 4, 3, 3, 3, 4, 4, 4…
fifth_encod<- third_encod %>%  select_if(is.factor)

fifth_encod <- cbind(fifth_encod,third_encod$release_date)
#fourth_encod <- cbind(fourth_encod,third_encod$english)
fifth_encod <- cbind(fifth_encod,negative_ratings_encod_cap)
fifth_encod <- cbind(fifth_encod,price_encod_cap)
fifth_encod <- cbind(fifth_encod,achievements_encod_cap)
fifth_encod <- cbind(fifth_encod,median_playtime_encod_cap)
fifth_encod <- cbind(fifth_encod,average_playtime_encod_cap)
fifth_encod <- cbind(fifth_encod,positive_ratings_encod_cap)

#hist(log(negative_ratings_encod_cap)/(log(negative_ratings_encod_cap)+1))
glimpse(fifth_encod)
## Rows: 8,723
## Columns: 43
## $ english                    <fct> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1…
## $ windows                    <fct> windows, windows, windows, windows, windows…
## $ mac                        <fct> 0, 0, linux, 0, mac, 0, 0, mac, 0, mac, mac…
## $ linux                      <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, linux, 0, 0, 0, …
## $ required_age               <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ categories1                <fct> Single-player, Multi-player, Single-player,…
## $ categories2                <fct> Steam Trading Cards, PvP, Multi-player, Ste…
## $ categories3                <fct> Steam Cloud, Online PvP, Co-op, Full contro…
## $ categories4                <fct> 0, Partial Controller Support, Online Co-op…
## $ categories5                <fct> 0, Steam Cloud, 0, 0, 0, Co-op, Steam Works…
## $ categories6                <fct> 0, 0, 0, 0, 0, Online Co-op, Steam Cloud, 0…
## $ categories7                <fct> 0, 0, 0, 0, 0, Steam Achievements, Includes…
## $ categories8                <fct> 0, 0, 0, 0, 0, Full controller support, Rem…
## $ categories9                <fct> 0, 0, 0, 0, 0, Steam Trading Cards, 0, 0, 0…
## $ categories10               <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ categories11               <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ categories12               <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ categories13               <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ categories14               <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ categories15               <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ categories16               <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ genres1                    <fct> Adventure, Action, Action, Action, Action, …
## $ genres2                    <fct> RPG, Casual, Indie, Adventure, Adventure, A…
## $ genres3                    <fct> 0, Free to Play, 0, RPG, Casual, Racing, Si…
## $ genres4                    <fct> 0, Indie, 0, 0, Indie, 0, Strategy, 0, 0, 0…
## $ genres5                    <fct> 0, 0, 0, 0, Strategy, 0, Early Access, 0, 0…
## $ genres6                    <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ genres7                    <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ genres8                    <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ genres9                    <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ genres10                   <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ genres11                   <fct> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ steamspy_tags1             <fct> Sexual Content, Action, Zombies, RPG, Actio…
## $ steamspy_tags2             <fct> Pixel Graphics, Indie, Blood, Adventure, Ad…
## $ steamspy_tags3             <fct> Anime, Free to Play, Gore, Action, Horror, …
## $ owners                     <fct> 200000-500000, 200000-500000, 200000-500000…
## $ `third_encod$release_date` <dbl> -0.7723930, -0.7332520, -0.6707928, -0.8964…
## $ negative_ratings_encod_cap <dbl> 610.9, 407.0, 4.0, 610.9, 182.0, 610.9, 188…
## $ price_encod_cap            <dbl> 318.0, 0.0, 45.0, 559.9, 66.0, 539.0, 408.0…
## $ achievements_encod_cap     <dbl> 0, 5, 0, 63, 0, 56, 0, 34, 0, 0, 13, 20, 52…
## $ median_playtime_encod_cap  <dbl> 364.00, 0.00, 0.00, 2935.00, 25.00, 181.00,…
## $ average_playtime_encod_cap <dbl> 453.00, 0.00, 0.00, 3342.00, 29.00, 162.00,…
## $ positive_ratings_encod_cap <dbl> 3197.8, 3197.8, 4.0, 3197.8, 3197.8, 3197.8…
set.seed(568)
split = sample.split(fourth_encod$windows, SplitRatio = 0.2)
train_datasetG_fourth = subset(fourth_encod, split == TRUE)
test_datasetG_fourth  = subset(fourth_encod, split == FALSE)
#glimpse(train_datasetG_fourth)

#glimpse(train_datasetG_fifth)
PLOTER%>%select_if(is.character)%>%glimpse
## Rows: 8,723
## Columns: 9
## $ name          <chr> "Summer_Memories", "Chaos", "Shotgun_n__Zombies", "Yakuz…
## $ release_date  <chr> "2020-06-14", "2020-04-28", "2020-02-13", "2020-11-10", …
## $ developer     <chr> "Dojin_Otome", "Frinky", "Brandtner", "Ryu_Ga_Gotoku_Stu…
## $ publisher     <chr> "KaguraGames", "Frinky", "Brandtner", "SEGA", "JoeyDrewS…
## $ platforms     <chr> "windows", "windows", "windows;linux", "windows", "windo…
## $ categories    <chr> "Single-player;Steam Trading Cards;Steam Cloud", "Multi-…
## $ genres        <chr> "Adventure;RPG", "Action;Casual;Free to Play;Indie", "Ac…
## $ steamspy_tags <chr> "Sexual Content;Pixel Graphics;Anime", "Action;Indie;Fre…
## $ owners        <chr> "200000-500000", "200000-500000", "200000-500000", "2000…
length(levels(as.factor(PLOTER$steamspy_tags)))
## [1] 5553
set.seed(568)
split = sample.split(fifth_encod$windows  , SplitRatio = 0.2)
train_datasetG_fifth = subset(fifth_encod, split == TRUE)
test_datasetG_fifth  = subset(fifth_encod, split == FALSE)
distance_matrix<- function(dfs){
ca <- c()
cb <- c()
for (i in 1:length(dfs)) {
  if (is.factor(dfs[,i])){
    ca <- cbind(ca,dfs[,i])
  }else{
    cb <- cbind(cb,dfs[,i])
    
  }
}
jaccarded<- vegdist(one_hot(as.data.table(ca)), method = "jaccard")
euclideaned<- vegdist(one_hot(as.data.table(cb)), method = "euclidean")
return((jaccarded^2+euclideaned^2)^1/2)
}

partials_dist_fourth <- distance_matrix(train_datasetG_fourth)
#glimpse(fifth_encod)



#ha<- vegdist(one_hot(as.data.table(fifth_encod[1:40,1])), method = "jaccard", binary = TRUE)

#dist(one_hot(as.data.table(fifth_encod[1:40,6:21])), method = "binary")

#individual jaccard&combine:euclidean&all euclidean–turn to level

cpu.cores <- detectCores()

cl <- makeCluster(cpu.cores)

colnames(fifth_encod[1])
## [1] "english"
eng_jaccardo<- vegdist(one_hot(as.data.table(fifth_encod[,1])), method = "jaccard")

eng_jaccardo[1:50000]
##     [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##    [37] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0
##    [73] 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [109] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [145] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [181] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [217] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [253] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [289] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [325] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [361] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [397] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [433] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
##   [469] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [505] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [541] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [577] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [613] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [649] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [685] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [721] 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [757] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [793] 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [829] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
##   [865] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [901] 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [937] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [973] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0
##  [1009] 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [1045] 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [1081] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [1117] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [1153] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [1189] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [1225] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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##  [1621] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [1657] 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [1693] 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
##  [1729] 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
##  [1765] 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [1801] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0
##  [1837] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
##  [1873] 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [1909] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1
##  [1945] 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [1981] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0
##  [2017] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2053] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2089] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2125] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2161] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2197] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2233] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2269] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2305] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2341] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2377] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2413] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2449] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2485] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2521] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2557] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2593] 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2629] 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2665] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2701] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2737] 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
##  [2773] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0
##  [2809] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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##  [2881] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0
##  [2917] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [2953] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0
##  [2989] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [3025] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [3061] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [3097] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [3133] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [3169] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [3205] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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##  [3313] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [3349] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [3385] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [3421] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0
##  [3457] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [3493] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [3529] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [3565] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [3601] 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [3637] 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [3673] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [3709] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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## [44569] 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0
## [44605] 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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## [44677] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [44713] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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## [45001] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45037] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45073] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45109] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45145] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45181] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0
## [45217] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45253] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45289] 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
## [45325] 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0
## [45361] 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45397] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0
## [45433] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45469] 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45505] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0
## [45541] 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45577] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0
## [45613] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45649] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45685] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45721] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45757] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45793] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45829] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45865] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45901] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45937] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [45973] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46009] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46045] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46081] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46117] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46153] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46189] 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46225] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46261] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46297] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46333] 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
## [46369] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0
## [46405] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46441] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0
## [46477] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0
## [46513] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46549] 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0
## [46585] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46621] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46657] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46693] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46729] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46765] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46801] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46837] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46873] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46909] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46945] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [46981] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47017] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0
## [47053] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47089] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47125] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47161] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47197] 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47233] 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47269] 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47305] 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47341] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47377] 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47413] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0
## [47449] 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0
## [47485] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47521] 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47557] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47593] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47629] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47665] 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47701] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47737] 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47773] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47809] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47845] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47881] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47917] 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47953] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [47989] 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
## [48025] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
## [48061] 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48097] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48133] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48169] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
## [48205] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
## [48241] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0
## [48277] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48313] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 1
## [48349] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48385] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
## [48421] 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0
## [48457] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48493] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48529] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48565] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48601] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48637] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48673] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48709] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48745] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48781] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48817] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48853] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48889] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48925] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [48961] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0
## [48997] 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49033] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49069] 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0
## [49105] 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0
## [49141] 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49177] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0
## [49213] 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49249] 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0
## [49285] 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49321] 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49357] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1
## [49393] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0
## [49429] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49465] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
## [49501] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49537] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49573] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49609] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49645] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49681] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49717] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49753] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49789] 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49825] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49861] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49897] 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [49933] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
## [49969] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1
dim(eng_jaccardo)
## [1] 8723 8723
levels(PLOTER$platform)
## NULL
colnames(fifth_encod[,2:4])
## [1] "windows" "mac"     "linux"
# separate(PLOTER,platforms, c("windows", "mac","linux"),sep = ";")[7:9]

plat_jaccardo<- vegdist(one_hot(as.data.table(fifth_encod[,2:4])), method = "jaccard")
plat_jaccardo[1:500]
##   [1] 0.0 0.5 0.0 0.5 0.0 0.0 0.5 0.0 0.8 0.5 0.0 0.5 0.8 0.0 0.0 0.0 0.0 0.0
##  [19] 0.0 0.0 0.0 0.0 0.5 0.0 0.0 0.0 0.0 0.0 0.5 0.0 0.0 0.0 0.5 0.0 0.0 0.0
##  [37] 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.5 0.5 0.5 0.8 0.0 0.0 0.8 0.0 0.0 0.8 0.0
##  [55] 0.5 0.0 0.0 0.0 0.8 0.0 0.0 0.0 0.0 0.0 0.8 0.0 0.0 0.5 0.8 0.0 0.0 0.0
##  [73] 0.0 0.5 0.0 0.5 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.8 0.0 0.0 0.0
##  [91] 0.0 0.0 0.5 0.0 0.0 0.0 0.5 0.8 0.5 0.0 0.5 0.0 0.0 0.0 0.0 0.0 0.0 0.0
## [109] 0.0 0.0 0.0 0.0 0.8 0.0 0.5 0.8 0.0 0.0 0.0 0.5 0.0 0.0 0.0 0.0 0.0 0.0
## [127] 0.5 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.5 0.8 0.0 0.8 0.0 0.0 0.8 0.8
## [145] 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.8 0.8 0.0 0.0 0.0 0.0 0.0 0.0 0.0
## [163] 0.0 0.0 0.0 0.8 0.0 0.8 0.8 0.0 0.5 0.0 0.0 0.0 0.0 0.8 0.8 0.0 0.0 0.0
## [181] 0.0 0.0 0.0 0.0 0.5 0.0 0.5 0.0 0.0 0.8 0.8 0.0 0.8 0.0 0.8 0.0 0.5 0.0
## [199] 0.8 0.8 0.5 0.8 0.0 0.0 0.0 0.8 0.0 0.5 0.0 0.8 0.0 0.0 0.8 0.8 0.0 0.5
## [217] 0.0 0.0 0.8 0.0 0.0 0.8 0.8 0.0 0.8 0.8 0.8 0.0 0.8 0.5 0.0 0.8 0.5 0.8
## [235] 0.5 0.8 0.8 0.8 0.8 0.8 0.5 0.5 0.5 0.0 0.5 0.0 0.0 0.8 0.5 0.8 0.8 0.5
## [253] 0.8 0.0 0.8 0.0 0.5 0.8 0.0 0.0 0.8 0.8 0.0 0.0 0.8 0.8 0.8 0.8 0.5 0.0
## [271] 0.5 0.0 0.8 0.5 0.0 0.5 0.8 0.0 0.0 0.0 0.0 0.0 0.8 0.0 0.8 0.0 0.0 0.5
## [289] 0.8 0.8 0.0 0.0 0.0 0.8 0.0 0.0 0.8 0.0 0.0 0.0 0.8 0.0 0.5 0.0 0.0 0.8
## [307] 0.0 0.0 0.8 0.8 0.8 0.0 0.0 0.5 0.0 0.0 0.0 0.0 0.8 0.0 0.0 0.5 0.0 0.8
## [325] 0.0 0.5 0.0 0.5 0.5 0.0 0.8 0.0 0.0 0.8 0.5 0.5 0.8 0.0 0.8 0.5 0.8 0.8
## [343] 0.0 0.0 0.0 0.0 0.8 0.0 0.8 0.8 0.5 0.8 0.0 0.0 0.0 0.0 0.5 0.0 0.0 0.0
## [361] 0.0 0.0 0.8 0.0 0.0 0.0 0.8 0.0 0.5 0.5 0.8 0.0 0.0 0.8 0.0 0.5 0.8 0.8
## [379] 0.0 0.0 0.8 0.0 0.5 0.0 0.0 0.8 0.0 0.8 0.8 0.5 0.0 0.8 0.8 0.0 0.0 0.8
## [397] 0.0 0.0 0.5 0.5 0.5 0.0 0.8 0.0 0.8 0.0 0.0 0.5 0.0 0.5 0.5 0.8 0.0 0.0
## [415] 0.0 0.8 0.8 0.8 0.8 0.8 0.8 0.8 0.0 0.8 0.0 0.0 0.0 0.5 0.0 0.0 0.8 0.0
## [433] 0.5 0.0 0.8 0.0 0.8 0.0 0.5 0.0 0.8 0.0 0.0 0.8 0.8 0.8 0.5 0.8 0.0 0.8
## [451] 0.8 0.8 0.5 0.0 0.5 0.8 0.8 0.0 0.5 0.0 0.8 0.8 0.0 0.8 0.0 0.0 0.0 0.5
## [469] 0.8 0.0 0.8 0.8 0.0 0.8 0.8 0.0 0.8 0.8 0.8 0.5 0.5 0.8 0.8 0.5 0.0 0.5
## [487] 0.8 0.8 0.8 0.0 0.0 0.0 0.8 0.0 0.8 0.0 0.0 0.0 0.0 0.0
colnames(fifth_encod[5])
## [1] "required_age"
required_jaccardo<- vegdist(one_hot(as.data.table(fifth_encod[,5])), method = "jaccard")
required_jaccardo[1:500]
##   [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [75] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [112] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [149] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [186] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [223] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [260] 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [297] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [334] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0
## [371] 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0
## [408] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [445] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
## [482] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
colnames(fifth_encod[,6:21])
##  [1] "categories1"  "categories2"  "categories3"  "categories4"  "categories5" 
##  [6] "categories6"  "categories7"  "categories8"  "categories9"  "categories10"
## [11] "categories11" "categories12" "categories13" "categories14" "categories15"
## [16] "categories16"
#categ_jaccardo<- vegdist(one_hot(as.data.table(fifth_encod[,6:21])), method = "jaccard")

#
colnames(fifth_encod[,22:32])
##  [1] "genres1"  "genres2"  "genres3"  "genres4"  "genres5"  "genres6" 
##  [7] "genres7"  "genres8"  "genres9"  "genres10" "genres11"
#genres_jaccardo<- vegdist(one_hot(as.data.table(fifth_encod[,22:32])), method = "jaccard")

#length(genres_jaccardo)

#
colnames(fifth_encod[,33:35])
## [1] "steamspy_tags1" "steamspy_tags2" "steamspy_tags3"
steamspy_tags_order<-one_hot(as.data.table(fifth_encod[,33:35]))


#(1-jaccard(as.matrix(one_hot(as.data.table(fifth_encod[,33:35]))),0.5)[-1])[1:(length(cosine_dist_mulit_value))]

#length(levels(as.factor(fifth_encod[,33])))
#length(levels(as.factor(fifth_encod[,34])))
#length(levels(as.factor(fifth_encod[,35])))

#steamspy_tags_order[272:598]*0.5
#steamspy_tags_order[599:963]*1/3

weight_steamspy_tags_order<-cbind(steamspy_tags_order[,1:312],steamspy_tags_order[,313:666]*0.5)
weight_steamspy_tags_order <- cbind(weight_steamspy_tags_order,steamspy_tags_order[,667:1027]*1/3)

length(steamspy_tags_order)
## [1] 1027
head(weight_steamspy_tags_order)
steamspy_tags_order[1,]
#steamspy_tags_euccardo  <- vegdist(steamspy_tags_order, method = "euclidean")

#length(steamspy_tags_jaccardo)

#
colnames(fifth_encod[,36])
## NULL
owners_jaccardo<- vegdist(one_hot(as.data.table(fifth_encod[,36])), method = "jaccard")

#owners_jaccardo[1:10,1:10]

#length(owners_jaccardo)
#

"ca <- c()
for (i in 1:length(fifth_encod)) {
  if (is.factor(fifth_encod[,i])==FALSE){
    ca <- cbind(ca,scale(fifth_encod[,i]))
  }
}"
## [1] "ca <- c()\nfor (i in 1:length(fifth_encod)) {\n  if (is.factor(fifth_encod[,i])==FALSE){\n    ca <- cbind(ca,scale(fifth_encod[,i]))\n  }\n}"
#continues_euclideano<- vegdist(ca, method = "euclidean")


#jaccard_distanceo<- sqrt(steamspy_tags_jaccardo^2+owners_jaccardo^2+genres_jaccardo^2+categ_jaccardo^2+eng_jaccardo^2+plat_jaccardo^2+required_jaccardo^2)

#stopCluster(cl)

stopCluster(cl)

TRY TEXT2vec

#create_dtm(one_hot(as.data.table(fifth_encod[,1])), one_hot(as.data.table(fifth_encod)))

#create_dtm(it1, vectorizer)

#dim(t(one_hot(as.data.table(fifth_encod[,1]))))

#d1_d2_jac_sim = sim2(t(one_hot(as.data.table(fifth_encod[,1]))), t(one_hot(as.data.table(fifth_encod[,1]))), method = "jaccard", norm = "none")
PLOTER%>%  select_if(is.character)%>% glimpse
## Rows: 8,723
## Columns: 9
## $ name          <chr> "Summer_Memories", "Chaos", "Shotgun_n__Zombies", "Yakuz…
## $ release_date  <chr> "2020-06-14", "2020-04-28", "2020-02-13", "2020-11-10", …
## $ developer     <chr> "Dojin_Otome", "Frinky", "Brandtner", "Ryu_Ga_Gotoku_Stu…
## $ publisher     <chr> "KaguraGames", "Frinky", "Brandtner", "SEGA", "JoeyDrewS…
## $ platforms     <chr> "windows", "windows", "windows;linux", "windows", "windo…
## $ categories    <chr> "Single-player;Steam Trading Cards;Steam Cloud", "Multi-…
## $ genres        <chr> "Adventure;RPG", "Action;Casual;Free to Play;Indie", "Ac…
## $ steamspy_tags <chr> "Sexual Content;Pixel Graphics;Anime", "Action;Indie;Fre…
## $ owners        <chr> "200000-500000", "200000-500000", "200000-500000", "2000…
length(levels(as.factor(PLOTER$developer)))
## [1] 6391
length(levels(as.factor(PLOTER$publisher)))
## [1] 4910
cpu.cores <- detectCores()

cl <- makeCluster(cpu.cores)


cb<- fifth_encod %>%  select_if(is.numeric)
continues_euclideano_cap<- vegdist(cb, method = "euclidean")

glimpse(cb)
## Rows: 8,723
## Columns: 7
## $ `third_encod$release_date` <dbl> -0.7723930, -0.7332520, -0.6707928, -0.8964…
## $ negative_ratings_encod_cap <dbl> 610.9, 407.0, 4.0, 610.9, 182.0, 610.9, 188…
## $ price_encod_cap            <dbl> 318.0, 0.0, 45.0, 559.9, 66.0, 539.0, 408.0…
## $ achievements_encod_cap     <dbl> 0, 5, 0, 63, 0, 56, 0, 34, 0, 0, 13, 20, 52…
## $ median_playtime_encod_cap  <dbl> 364.00, 0.00, 0.00, 2935.00, 25.00, 181.00,…
## $ average_playtime_encod_cap <dbl> 453.00, 0.00, 0.00, 3342.00, 29.00, 162.00,…
## $ positive_ratings_encod_cap <dbl> 3197.8, 3197.8, 4.0, 3197.8, 3197.8, 3197.8…
"cc<- data_frame(x=rep(NaN,2577),x=rep(NaN,2577))
cc[,1]<- cb$`third_encod$release_date`
cc[,2]<- cbind(cc,cb$negative_ratings_encod_cap))
cc[,3]<- scale(cb$price_encod_cap)
cc[,4]<- scale(cb$achievements_encod_cap)
cc[,5]<- scale(cb$median_playtime_encod_cap)
cc[,6]<- scale(cb$average_playtime_encod_cap)
cc[,7]<- scale(cb$positive_ratings_encod_cap)"
## [1] "cc<- data_frame(x=rep(NaN,2577),x=rep(NaN,2577))\ncc[,1]<- cb$`third_encod$release_date`\ncc[,2]<- cbind(cc,cb$negative_ratings_encod_cap))\ncc[,3]<- scale(cb$price_encod_cap)\ncc[,4]<- scale(cb$achievements_encod_cap)\ncc[,5]<- scale(cb$median_playtime_encod_cap)\ncc[,6]<- scale(cb$average_playtime_encod_cap)\ncc[,7]<- scale(cb$positive_ratings_encod_cap)"
cc<- c()
cc<- cbind(cc, cb$`third_encod$release_date`)
cc<-cbind(cc,scale(cb$negative_ratings_encod_cap))
cc<-cbind(cc,scale(cb$price_encod_cap))
cc<-cbind(cc,scale(cb$positive_ratings_encod_cap))
cc<-cbind(cc,scale(cb$achievements_encod_cap))
#cc<-cbind(cc,scale(cb$median_playtime_encod_cap))
cc<-cbind(cc,scale(cb$average_playtime_encod_cap))

#length(cc[1,])
#glimpse(cc)
continues_euclideano_cap_scale<- vegdist(cc, method = "euclidean")
continues_euclideano_cap_scale[1:10]
##  [1] 2.354328 5.220882 5.180606 2.974771 2.898779 4.119063 2.193371 1.757145
##  [9] 4.048213 3.710924

turn to 0~1

#continues_euclideano_0_1<- (continues_euclideano-min(continues_euclideano))/(max(continues_euclideano)-min(continues_euclideano))

continues_euclideano_cap_0_1 <- (continues_euclideano_cap-min(continues_euclideano_cap))/(max(continues_euclideano_cap)-min(continues_euclideano_cap))

glimpse(continues_euclideano_cap_0_1)
##  'dist' Named num [1:38041003] 0.0864 0.413 0.4829 0.0918 0.0514 ...
##  - attr(*, "maxdist")= logi NA
##  - attr(*, "Size")= int 8723
##  - attr(*, "Labels")= chr [1:8723] "Summer_Memories" "Chaos" "Shotgun_n__Zombies" "Yakuza__Like_a_Dragon" ...
##  - attr(*, "Diag")= logi FALSE
##  - attr(*, "Upper")= logi FALSE
##  - attr(*, "method")= chr "euclidean"
##  - attr(*, "call")= language vegdist(x = cb, method = "euclidean")
continues_euclideano_cap_scale_0_1 <- (continues_euclideano_cap_scale-min(continues_euclideano_cap_scale))/(max(continues_euclideano_cap_scale)-min(continues_euclideano_cap_scale))




#jaccard_distanceo_0_1 <- (jaccard_distanceo-min(jaccard_distanceo))/(max(jaccard_distanceo)-min(jaccard_distanceo))
#all_distanceo_cap_1_2<- sqrt(1/2*jaccard_distanceo^2+1/2*continues_euclideano_cap^2)
#all_distanceo_cap_1_4<- sqrt(1/4*jaccard_distanceo^2+3/4*continues_euclideano_cap^2)
#all_distanceo_cap_3_4 <- sqrt(1*jaccard_distanceo^2+0*continues_euclideano_cap^2)

#length(jaccard_distanceo)
length(continues_euclideano_cap_scale)
## [1] 38041003
#all_distanceo_cap_scale_1_2 <- sqrt(1/2*jaccard_distanceo^2+1/2*continues_euclideano_cap_scale_0_1^2)


#saveRDS(all_distanceo_cap_scale_1_2, file = "C:\\Users\\user\\Desktop\\distmatrix")
#readRDS("C:\\Users\\user\\Desktop\\distmatrix")

#write.table(as.matrix(all_distanceo_cap_scale_1_2), file = "C:\\Users\\user\\Desktop\\distmatrix.txt")

input data

#all_distanceo_cap_scale_1_2<- read.table("C:\\Users\\user\\Desktop\\distmatrix.txt")
#length(try)
#summary(negative_ratings_encod_cap)
colors <- c()
for (i in 1:length(fifth_encod$categories1)) {
  if (fifth_encod$steamspy_tags1[i] == "Action"){
    colors[i] <- "Action1"
  }else  if (fifth_encod$steamspy_tags2[i] == "Indie"){
    colors[i] <- "Indie2"
  }else  if (fifth_encod$steamspy_tags3[i] == "Indie"){
    colors[i] <- "Indie3"
  }else if (fifth_encod$steamspy_tags2[i] == "Action"){
     colors[i] <- "Action2"
  }else if (fifth_encod$steamspy_tags3[i] == "Action"){
     colors[i] <- "Action3"
  }else if (fifth_encod$steamspy_tags1[i] == "Indie"){
     colors[i] <- "Indie1"
  }else{
     colors[i] <- "none"
  }
  }
table(colors)/length(colors)
## colors
##    Action1    Action2    Action3     Indie1     Indie2     Indie3       none 
## 0.11647369 0.06786656 0.03840422 0.05571478 0.09755818 0.08127938 0.54270320
colorsalpha <- c()
for (i in 1:length(fifth_encod$categories1)) {
  if (fifth_encod$steamspy_tags1[i] == "Indie"&&fifth_encod$steamspy_tags1[i] == "Action"){
    colorsalpha[i] <- "Indie1_Action1"
  }else if (fifth_encod$steamspy_tags1[i] == "Indie"&&fifth_encod$steamspy_tags2[i] == "Action"){
    colorsalpha[i] <- "Indie1_Action2"
  }else if (fifth_encod$steamspy_tags1[i] == "Indie"&&fifth_encod$steamspy_tags3[i] == "Action"){
    colorsalpha[i] <- "Indie1_Action3"
  }else if (fifth_encod$steamspy_tags2[i] == "Indie"&&fifth_encod$steamspy_tags1[i] == "Action"){
    colorsalpha[i] <- "Indie2_Action1"
  }else if (fifth_encod$steamspy_tags2[i] == "Indie"&&fifth_encod$steamspy_tags2[i] == "Action"){
    colorsalpha[i] <- "Indie2_Action2"
  }else if (fifth_encod$steamspy_tags2[i] == "Indie"&&fifth_encod$steamspy_tags3[i] == "Action"){
    colorsalpha[i] <- "Indie2_Action3"
  }else if (fifth_encod$steamspy_tags3[i] == "Indie"&&fifth_encod$steamspy_tags1[i] == "Action"){
    colorsalpha[i] <- "Indie3_Action1"
  }else if (fifth_encod$steamspy_tags3[i] == "Indie"&&fifth_encod$steamspy_tags2[i] == "Action"){
    colorsalpha[i] <- "Indie3_Action2"
  }else if (fifth_encod$steamspy_tags3[i] == "Indie"&&fifth_encod$steamspy_tags3[i] == "Action"){
    colorsalpha[i] <- "Indie3_Action3"
  } else{
    colorsalpha[i] <- "none"
  }
}
table(colorsalpha)/length(colorsalpha)
## colorsalpha
## Indie1_Action2 Indie1_Action3 Indie2_Action1 Indie2_Action3 Indie3_Action1 
##    0.019717987    0.008827238    0.028889144    0.011349306    0.013756735 
## Indie3_Action2           none 
##    0.018456953    0.899002637
#train_datasetG_fifth$negative_ratings_encod_cap<- as.integer(train_datasetG_fifth$negative_ratings_encod_cap)

#glimpse(train_datasetG_fifth)
#summary(negative_ratings_encod_cap)
colors2 <- c()
for (i in 1:length(fifth_encod$categories1)) {
  if (fifth_encod$steamspy_tags1[i] == "Action"){
    colors2[i] <- "Action1"
  }else  if (fifth_encod$steamspy_tags2[i] == "Indie"){
    colors2[i] <- "Indie2"
  }else  if (fifth_encod$steamspy_tags3[i] == "Indie"){
    colors2[i] <- "Indie3"
  }else if (fifth_encod$steamspy_tags1[i] == "Casual"){
    colors2[i] <- "Casual1"
  }else if (fifth_encod$steamspy_tags1[i] == "Adventure"){
    colors2[i] <- "Adventure1"
  }else if (fifth_encod$steamspy_tags2[i] == "Casual"){
     colors2[i] <- "Casual2"
  }else if (fifth_encod$steamspy_tags2[i] == "Adventure"){
     colors2[i] <- "Adventure2"
  }else if (fifth_encod$steamspy_tags2[i] == "Action"){
     colors2[i] <- "Action2"
  }else if (fifth_encod$steamspy_tags3[i] == "Action"){
     colors2[i] <- "Action3"
  }else if (fifth_encod$steamspy_tags3[i] == "Casual"){
     colors2[i] <- "Casual3"
  }else if (fifth_encod$steamspy_tags3[i] == "Adventure"){
     colors2[i] <- "Adventure3"
  }else if (fifth_encod$steamspy_tags1[i] == "Indie"){
     colors2[i] <- "Indie1"
  } else{
     colors2[i] <- "none"
  }
  }
table(colors2)
## colors2
##    Action1    Action2    Action3 Adventure1 Adventure2 Adventure3    Casual1 
##       1016        527        218        492        333        148        266 
##    Casual2    Casual3     Indie1     Indie2     Indie3       none 
##        382        154        176        851        709       3451
#train_datasetG_fifth$negative_ratings_encod_cap<- as.integer(train_datasetG_fifth$negative_ratings_encod_cap)

#glimpse(train_datasetG_fifth)

Survey of tags

plot(fifth_encod$steamspy_tags1,xlim=c(15, 55))

plot(fifth_encod$steamspy_tags1,xlim=c( 100,300))

plot(fifth_encod$steamspy_tags1)

plot(fifth_encod$steamspy_tags2,xlim=c(15, 20))

plot(fifth_encod$steamspy_tags2,xlim=c(20, 25))

plot(fifth_encod$steamspy_tags2,xlim=c(55, 60))

plot(fifth_encod$steamspy_tags2,xlim=c(155, 205))

plot(fifth_encod$steamspy_tags2)

plot(fifth_encod$steamspy_tags3,xlim=c(25, 30))

plot(fifth_encod$steamspy_tags3,xlim=c(70, 75))

plot(fifth_encod$steamspy_tags3,xlim=c(180, 200))

plot(fifth_encod$steamspy_tags3,xlim=c(340, 345))

plot(fifth_encod$steamspy_tags3)

?plot
## 開啟 httpd 求助伺服器… 好了
#levels(fifth_encod$steamspy_tags1)
#levels(fifth_encod$steamspy_tags2)
#levels(fifth_encod$steamspy_tags3)
#summary(negative_ratings_encod_cap)
loveaction <- c()
for (i in 1:length(fifth_encod$categories1)) {
  if (fifth_encod$steamspy_tags1[i] == "Action"){
    loveaction[i] <- 3
  }else  if (fifth_encod$steamspy_tags2[i] == "Action"){
    loveaction[i] <- 2
  }else  if (fifth_encod$steamspy_tags3[i] == "Action"){
    loveaction[i] <- 1
  }else{
    loveaction[i] <- 0
  }
  }

table(loveaction)
## loveaction
##    0    1    2    3 
## 6520  434  753 1016
#train_datasetG_fifth$negative_ratings_encod_cap<- as.integer(train_datasetG_fifth$negative_ratings_encod_cap)




#glimpse(train_datasetG_fifth)
#fifth_encod$achievements_encod_cap

#Use levels with factor; summary with numeric

mycex <- c()
for (i in 1:length(fifth_encod$categories1)) {
  if (fifth_encod$owners[i] == levels(fifth_encod$owners)[1]){
    mycex[i] <- 0
  }else  if (fifth_encod$owners[i] == levels((fifth_encod$owners))[2]){
    mycex[i] <- 2
  }else  if (fifth_encod$owners[i] == levels((fifth_encod$owners))[3]){
    mycex[i] <- 4
  }else  {
    mycex[i] <- 6
  }
  }

levels(fifth_encod$owners)
## [1] "0-20000"         "100000-200000"   "1000000-2000000" "20000-50000"    
## [5] "200000-500000"   "2000000-5000000" "50000-100000"    "500000-1000000"
table(mycex)
## mycex
##    0    2    4    6 
##   43 2397    3 6280
"mycex2 <- c()
for (i in 1:length(fifth_encod$categories1)) {
  if (fifth_encod$owners[i] == levels(fifth_encod$owners)[1]){
    mycex2[i] <- 0
  }else  if (fifth_encod$owners[i] == levels((fifth_encod$owners))[2]){
    mycex2[i] <- 2
  }else  if (fifth_encod$owners[i] == levels((fifth_encod$owners))[3]){
    mycex2[i] <- 4
  }else  {
    mycex2[i] <- 6
  }
  }

levels(fifth_encod$owners)
table(mycex2)"
## [1] "mycex2 <- c()\nfor (i in 1:length(fifth_encod$categories1)) {\n  if (fifth_encod$owners[i] == levels(fifth_encod$owners)[1]){\n    mycex2[i] <- 0\n  }else  if (fifth_encod$owners[i] == levels((fifth_encod$owners))[2]){\n    mycex2[i] <- 2\n  }else  if (fifth_encod$owners[i] == levels((fifth_encod$owners))[3]){\n    mycex2[i] <- 4\n  }else  {\n    mycex2[i] <- 6\n  }\n  }\n\nlevels(fifth_encod$owners)\ntable(mycex2)"
cpu.cores <- detectCores()

cl <- makeCluster(cpu.cores)

#clusterEvalQ(cl, library(stats))[1]
stopCluster(cl)
mysizes<- mycex

summary(mysizes)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   2.000   6.000   4.871   6.000   6.000
mysizes<- scale(fifth_encod$positive_ratings_encod_cap)+scale(fifth_encod$median_playtime_encod_cap)-scale(fifth_encod$negative_ratings_encod_cap)+10*mycex+10*scale(fifth_encod$price_encod_cap)

summary(mysizes)
##        V1        
##  Min.   :-11.56  
##  1st Qu.: 36.34  
##  Median : 51.68  
##  Mean   : 48.71  
##  3rd Qu.: 62.90  
##  Max.   : 93.97
#s <- lapply(1:3, function(i) { sample(1:nrow(iris), 50) } )
#parLapply(cl, all_distanceo_cap_scale_1_2, function(x,k=3) { cmdscale(x, k=3) })

#cpu.cores <- detectCores()

#cl <- makeCluster(cpu.cores)


#fitall343d <- cmdscale(all_distanceo_cap_scale_1_2,eig=TRUE, k=3)

#x <- fitall343d$points[,1]
#length(x)
#y <- fitall343d$points[,2]
#z <- fitall343d$points[,3]

#plot3d(x, y,z, xlab="Coordinate 1", ylab="Coordinate 2",
#  main="fite3d",col = colors)
#text3d(x=x, y=y, z=z,texts = row.names(train_datasetG_fifth), cex=.5)
#plot3d(x=x, y=y, z=z,xlab="PC1", ylab="PC2", zlab="PC3", size=5)
#text3d(x=x,y=y,z=z,texts=names, col=4)

#stopCluster(cl)

TRy TSNE

#cpu.cores <- detectCores()

#cl <- makeCluster(cpu.cores)

#all_distanceo_cap_scale_1_2[1:10,1:10]


#mytsne<- Rtsne(all_distanceo_cap_scale_1_2, dims = 3, perplexity=50, verbose=TRUE, max_iter = 500)

#x <- mytsne$Y[,1]
#length(x)
#y <- mytsne$Y[,2]
#z <- mytsne$Y[,3]

#stopCluster(cl)